Split (1)

train · 815 rows

competition_slug stringlengths 3 70	competition_title stringlengths 6 75	topic_id int64 294 669k	topic_title stringlengths 8 189	matched_rank int64 1 16 ⌀	heuristic_score int64 47 406	resolved_url stringlengths 54 148	writeup_text stringlengths 26 36.5k	text_chars int64 26 36.5k	quality_flags listlengths 0 0
20-newsgroups-ciphertext-challenge	20 Newsgroups Ciphertext Challenge	77,894	1st place solution # c1ph3rh4ck team	1	275	https://www.kaggle.com/competitions/20-newsgroups-ciphertext-challenge/writeups/c1ph3rh4ck-1st-place-solution-c1ph3rh4ck-team	Hi, Thank you Phil for organizing this competition, it has been an addictive and intense experience! We learnt a lot in the process and wanted to share our experience in this post. This post does not cover all technical details and everything we tried, we mostly wanted to tell the story of this competition from our e...	10,131	[]
2019-3rd-ml-month-with-kakr	2019 3rd ML month with KaKR	105,639	3rd solution	3	305	https://www.kaggle.com/competitions/2019-3rd-ml-month-with-kakr/writeups/ikhee-shin-3rd-solution	늦어서 죄송합니다 최근에 정신이 없었습니다ㅠㅠ 우선 kaggle korea 3rd 대회를 주최해주신 분께 정말 감사드립니다!! 매번 kaggle을 해봐야지 해봐야지 하면서 미뤘었는데 (2년전에 가입을 하고 그때부터 미뤘었드라구요ㅋㅋ) 좋은 대회를 열어주셔서 즐겁게 참여할 수 있었습니다. 또 커널과 디스커션에서 아낌없이 자료를 공유해주신 분들 정말 감사합니다!! 정말 많이 배웠습니다. 저는 세원님이 올려주신 커널과 디스커션 자료들을 그대로 따라갔습니다ㅎㅎ 1. kfold StratifiedKFold 사용해서 4fold, 8fold 둘다 만들어뒀습니다. ...	1,975	[]
2019-3rd-ml-month-with-kakr	2019 3rd ML month with KaKR	104,493	1st Solution	1	284	https://www.kaggle.com/competitions/2019-3rd-ml-month-with-kakr/writeups/1st-solution	먼저 좋은 대회 마련해 주신 KaKR 운영진분들께 감사의 인사를 드리고 싶습니다. 저는 학부생이어서 학기중에는 바빠 이전 대회들은 참여하지 못하고 있었습니다. 우연히 이번 competition과 방학이 겹쳐서 이렇게 참여하게 되었습니다. 이 글을 통하여 저의 solution과 score을 얻기 위해서 어떤 방식들을 시도했는지 공유하겠습니다! 다른 순위권 분들도 좋은 solution과 시행착오들을 공유해 주셔서 다같이 배울 수 있는 글들을 남겨주셨으면 좋겠습니다! * _Augmentation_ : (saewon님의 kernel을 참고하였습니다.) Random...	2,618	[]
2019-3rd-ml-month-with-kakr	2019 3rd ML month with KaKR	105,677	12th Solution 공유	12	171	https://www.kaggle.com/competitions/2019-3rd-ml-month-with-kakr/writeups/taemyung-heo-12th-solution	12th Solution 공유 ---------------- 안녕하세요. 이전에 딥러닝에 대해 공부하긴 했지만 실제 프로젝트를 하거나 문제를 풀어본 건 이번이 처음이었는데요. 대회 참여하면서 많은 분들이 훌륭한 커널을 공개해주신 덕에 실제 이미지 분류 문제를 어떻게 풀어야 하는지 여러가지 테크닉을 많이 배우고 적용해 볼 수 있었습니다. 좋은 기회를 마련해주신 캐글 코리아 운영진에게 진심으로 감사드립니다. 저는 최종 스코어 프라이빗 리더보드 기준으로 0.95491이 나왔고 순위는 12위를 했는데요. 솔루션 공유를 위해 커널을 다시 재현해보니 0.95565로 최...	1,837	[]
3d-object-detection-for-autonomous-vehicles	Lyft 3D Object Detection for Autonomous Vehicles	123,004	2nd Place Solution Summary (Private: 0.202 / Public: 0.205)	2	350	https://www.kaggle.com/competitions/3d-object-detection-for-autonomous-vehicles/writeups/kl-2nd-place-solution-summary-private-0-202-public	Before I describe my solution (which I will only summarize verbally), I'd like to thank the organizers and hosts for this interesting, well-organized competition which came with a rich, multi-data dataset that provided multiple solution avenues. And of course, I'd also like to thank the competitors for contributing to ...	8,138	[]
3d-object-detection-for-autonomous-vehicles	Lyft 3D Object Detection for Autonomous Vehicles	117,269	3rd place solution [0.182 Private LB]	3	313	https://www.kaggle.com/competitions/3d-object-detection-for-autonomous-vehicles/writeups/yukke42-3rd-place-solution-0-182-private-lb	##### 3rd place solution [0.182 Private LB] — Lyft 3D Object Detection for Autonomous Vehicles Thanks to organizers and Kaggle for this competition! Congratulations to all winners! Here is my solution: ### Dataset & Pre-processing * No external data and only point-cloud of this competition * Animals and emerge...	7,842	[]
3d-object-detection-for-autonomous-vehicles	Lyft 3D Object Detection for Autonomous Vehicles	122,820	1st place solution (0.220 public LB)	1	303	https://www.kaggle.com/competitions/3d-object-detection-for-autonomous-vehicles/writeups/wenjing-1st-place-solution-0-220-public-lb	Hi, the post may be a little late. Thanks to organizers and congratulations to all! Background ---------- For the record, I want to state that I am really new to Kaggle and actually really new to machine learning. I only started to work on machine learning 9 month ago. My background is in 3D Computer Graphics so I lo...	5,344	[]
3d-object-detection-for-autonomous-vehicles	Lyft 3D Object Detection for Autonomous Vehicles	117,809	26th Place Solution Summary [0.078 Private LB]	null	180	https://www.kaggle.com/competitions/3d-object-detection-for-autonomous-vehicles/writeups/lost-in-translation-26th-place-solution-summary-0-	Congrats + Thanks ----------------- Congrats to all the winners! Thanks to the competition hosts for a very interesting and challenging competition. Big thanks to [@rishabhiitbhu](https://www.kaggle.com/rishabhiitbhu) for all his sharing in the forums and kernels throughout the competition and everyone else who cont...	3,284	[]
3d-object-detection-for-autonomous-vehicles	Lyft 3D Object Detection for Autonomous Vehicles	117,560	19th place solution with code	null	141	https://www.kaggle.com/competitions/3d-object-detection-for-autonomous-vehicles/writeups/19th-place-solution-with-code	##### 19th place solution with code — Lyft 3D Object Detection for Autonomous Vehicles Hey guys, First of all, I'd like to thank the organizers for this awesome challenge. This was not a typical computer vision competition that's for sure and I spent a good amount of time just to understand the problem and the data. ...	3,016	[]
3d-object-detection-for-autonomous-vehicles	Lyft 3D Object Detection for Autonomous Vehicles	119,220	22th place solution	null	127	https://www.kaggle.com/competitions/3d-object-detection-for-autonomous-vehicles/writeups/toshi-k-22th-place-solution	##### 22th place solution — Lyft 3D Object Detection for Autonomous Vehicles Author 3 Comments ---------- Hotness [](https://www.kaggle.com/oarphme) Ah, these are RGB images in the BEV domain? cool idea using color for height. I feel PointPillars is effective in part because it maintains some of the x-y shape vari...	1,144	[]
AI4Code	Google AI4Code – Understand Code in Python Notebooks	367,600	3rd Place Solution	3	340	https://www.kaggle.com/competitions/AI4Code/writeups/yufuin-3rd-place-solution	##### 3rd Place Solution — Google AI4Code – Understand Code in Python Notebooks Overview -------- Main Features 1) The cosine-similarity based classification model to predict which consecutive two code cells the given markdown cell should be placed between. 2) Postprocessing to bridge the gap between the predic...	8,309	[]
AI4Code	Google AI4Code – Understand Code in Python Notebooks	360,501	1st Place Solution	1	319	https://www.kaggle.com/competitions/AI4Code/writeups/hyd-1st-place-solution	##### 1st Place Solution — Google AI4Code – Understand Code in Python Notebooks Overview I used single list-wise deberta-v3-large trained on all competition data. Input text is cells separated with [SEP] and [CLS] tokens. Code * training code: [https://github.com/hydantess/2022-Google-AI4Code-1st-Place-So...	7,123	[]
AI4Code	Google AI4Code – Understand Code in Python Notebooks	343,659	2nd place solution	2	309	https://www.kaggle.com/competitions/AI4Code/writeups/dmytro-poplavskiy-2nd-place-solution	The solution is based on the bi-encoder or poly-encoder like approach, when every cell is individually processed by the codebert, with the code/md interaction modelled with the pair of parallel TransformerDecoderLayer: ![Image 1](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox...	6,967	[]
AI4Code	Google AI4Code – Understand Code in Python Notebooks	343,595	4th solution	4	285	https://www.kaggle.com/competitions/AI4Code/writeups/gezi-4th-solution	Recall model (infer 2h+, 1h using 2 T4) * pairwise, two tower, with backbone sentence-transformers/all-mpnet-base-v2 * continued mlm on training data * predicting for earch markdown wether a code is just after it (also a fake last code with content 'the end of notebook' added) * 9 negative selected withn t...	4,499	[]
AI4Code	Google AI4Code – Understand Code in Python Notebooks	368,500	6th place solution	6	268	https://www.kaggle.com/competitions/AI4Code/writeups/shujun-6th-place-solution	First, thanks to the organizers for hosting a challenging and interesting competition. Next, congrats to all winners! I placed better than I thought I would but unfortunately, I still placed right outside of the prize zone. Luckily, there is still $1000 prize for top 10 teams. My inference code is released at: [https:...	4,670	[]
AI4Code	Google AI4Code – Understand Code in Python Notebooks	343,680	11th Place Solution: Nested Transformers	11	209	https://www.kaggle.com/competitions/AI4Code/writeups/typeracers-11th-place-solution-nested-transformers	##### 11th Place Solution: Nested Transformers — Google AI4Code – Understand Code in Python Notebooks Overview -------- We called our network architecture "Nested Transformers", since it contains two levels of transformers: * Cell transformer: A transformer encoder to encode cell tokens, this can be a typical tran...	12,742	[]
AI4Code	Google AI4Code – Understand Code in Python Notebooks	368,190	9th Place Solution	9	200	https://www.kaggle.com/competitions/AI4Code/writeups/ogy-9th-place-solution	##### 9th Place Solution — Google AI4Code – Understand Code in Python Notebooks Overview ------------ The final submission of us is a blend of three models with same architecture and different training data. Three models share the same pipline. We applied a two stage method for the competition. 1. Training a b...	3,626	[]
ChessRatings2	Deloitte/FIDE Chess Rating Challenge	575	Follow-up Solution Set	null	85	https://www.kaggle.com/competitions/ChessRatings2/discussion/575	[](https://www.kaggle.com/jeffsonas) Jeff Sonas · Featured Prediction Competition · 15 years ago This contest, sponsored by professional services firm Deloitte, will find the most accurate system to predict chess outcomes, and FIDE will also bring a top finisher to Athens to present their system ![Image 1](https://w...	1,832	[]
DontGetKicked	Don't Get Kicked!	7,524	Solution	null	53	https://www.kaggle.com/competitions/DontGetKicked/discussion/7524	[](https://www.kaggle.com/willadams) Will Adams · Featured Prediction Competition · 14 years ago Predict if a car purchased at auction is a lemon ![Image 1](https://www.kaggle.com/competitions/2564/images/header) Don't Get Kicked! ----------------- ### Solution Hey guys, it would be great if you could upload the...	464	[]
MABe-mouse-behavior-detection	MABe Challenge - Social Action Recognition in Mice	663,026	3rd place solution	3	352	https://www.kaggle.com/competitions/MABe-mouse-behavior-detection/writeups/3rd-place-solution	##### 3rd place solution — MABe Challenge - Social Action Recognition in Mice 3rd place solution ================== blend of LSTM and XGBoost Solution Writeup · 3rd place · Dec 16, 2025 Here is a link to my final script: [https://www.kaggle.com/code/ymatioun/mabe-blend-ym](https://www.kaggle.com/code/ymatioun/mabe...	4,114	[]
MABe-mouse-behavior-detection	MABe Challenge - Social Action Recognition in Mice	663,063	10th Place Solution (ST-GCN + Transformer)	10	283	https://www.kaggle.com/competitions/MABe-mouse-behavior-detection/writeups/10th-place-solution-st-gcn-transformer	10th Place Solution ------------------- Overview -------- * ST-GCN + Transformer * Model all 16 (agent, target) pairs jointly * Directly optimize competition metric (Macro Soft F1 Loss) * Ensemble models with different keypoints (4-7) and sequence lengths Preprocessing ------------- ### FPS Normalization *...	3,828	[]
MABe-mouse-behavior-detection	MABe Challenge - Social Action Recognition in Mice	663,108	13th Public/12th Private Solution	13	242	https://www.kaggle.com/competitions/MABe-mouse-behavior-detection/writeups/12th-place-solution	We thank the MABe Challenge organizers for running an engaging competition and for providing detailed, timely clarifications during the early stages. High‑level idea --------------- * Formulate the problem as a set of per-action binary tasks, trained separately for each lab * Train multiple models under diverse c...	5,662	[]
MABe-mouse-behavior-detection	MABe Challenge - Social Action Recognition in Mice	665,549	No 1st place solution?	1	187	https://www.kaggle.com/competitions/MABe-mouse-behavior-detection/discussion/665549	[](https://www.kaggle.com/organizations/mabe-challenge) MABe Challenge · Research Code Competition · 3 months ago Detect unique behaviors from pose estimates of mice. ![Image 1](https://www.kaggle.com/competitions/59156/images/header) MABe Challenge - Social Action Recognition in Mice ------------------------------...	828	[]
MusicHackathon	EMI Music Data Science Hackathon - July 21st - 24 hours	2,242	Code/approach sharing	null	212	https://www.kaggle.com/competitions/MusicHackathon/writeups/vlad-quant-code-approach-sharing	##### Project Files 31 Comments ----------- Hotness [](https://www.kaggle.com/martinoleary) If anyone's still interested, I've written up a [blog post](http://mewo2.com/kaggle/2012/07/29/emi-music-hackathon---how-i-did-it/)with a description of my methods, and posted code [on GitHub](https://github.com/mewo2/musich...	18,673	[]
PLAsTiCC-2018	PLAsTiCC Astronomical Classification	75,011	4th Place Solution with Github Repo	4	340	https://www.kaggle.com/competitions/PLAsTiCC-2018/writeups/ahmeterdem-4th-place-solution-with-github-repo	##### 4th Place Solution with Github Repo — PLAsTiCC Astronomical Classification 4th Place Solution with Github Repo =================================== Solution Writeup · 4th place · Dec 18, 2018 First of all, congrats to the prize winners and all medal winners. During the competition, I have used the name Sisyphus...	4,393	[]
PLAsTiCC-2018	PLAsTiCC Astronomical Classification	75,061	6th Place Solution Summary	6	315	https://www.kaggle.com/competitions/PLAsTiCC-2018/writeups/stefan-stefanov-6th-place-solution-summary	##### 6th Place Solution Summary — PLAsTiCC Astronomical Classification 6th place solution is a neural network consisting of 3 components: 1. Meta Encoder - taking as input meta features hostgal photoz, hostgal photoz err, is galactic and summary stats for flux and flux_err as min/max/mean etc. 2. Light Curve En...	3,531	[]
PLAsTiCC-2018	PLAsTiCC Astronomical Classification	75,012	Congrats and 8th place Rapids solution updated!	8	292	https://www.kaggle.com/competitions/PLAsTiCC-2018/writeups/rapids-ai-congrats-and-8th-place-rapids-solution-u	Update: my solution will be posted [on github](https://github.com/daxiongshu/Rapids_PLAsTiCC_2018). Now you can find a quick end2end demo with rapids. Forgive me that I'm always distracted to other stuff but I promise I'll get the whole solution done eventually! Big Congrats to the winners and new kaggle masters. I wa...	8,138	[]
PLAsTiCC-2018	PLAsTiCC Astronomical Classification	75,316	9th place solution	9	260	https://www.kaggle.com/competitions/PLAsTiCC-2018/writeups/three-musketeers-9th-place-solution	Thanks to everybody for this competition. Besides enjoying it greatly it has been extremely instructive for me. Thanks also to my teammates [Siddhartha](https://www.kaggle.com/meaninglesslives) and [Ynktk](https://www.kaggle.com/naka2ka) for their great spirit, hard work, and ideas. Finally, a big thanks to those who h...	4,789	[]
PLAsTiCC-2018	PLAsTiCC Astronomical Classification	75,059	2nd-Place Solution Notes	2	235	https://www.kaggle.com/competitions/PLAsTiCC-2018/writeups/mike-silogram-2nd-place-solution-notes	First, thanks to Kaggle and the PLAsTiCC organizers for presenting such an interesting challenge, and congratulations to all the top teams, especially Kyle with his amazing performance. I haven't looked at all the other solution write-ups yet but there were clearly a lot of different ways to tackle this problem effect...	4,156	[]
PLAsTiCC-2018	PLAsTiCC Astronomical Classification	75,050	Solution #5 tidbits (revised with code)	null	229	https://www.kaggle.com/competitions/PLAsTiCC-2018/discussion/75050	First, I want to congratulate Kyle for his awesome victory, due to a data driven approach rather than sophisticated machine learning. Congrats also to all who managed to get something out of this complex and very unusual data set. I am still not sure about why there is such gap on the leaderboard, as it seems that cros...	9,995	[]
PLAsTiCC-2018	PLAsTiCC Astronomical Classification	75,156	21st Solution ~super tough road~	null	213	https://www.kaggle.com/competitions/PLAsTiCC-2018/discussion/75156	Hi, dear kagglers. First of all, big thanks to Kaggle and LSST teams for holding such a flawless and leakage-free competition. And congratulations to the winners and all Kagglers. It’s really painful and tough during last few weeks since our score didn’t improve well. Although our team were unable to get gold medal. b...	4,515	[]
RTA	RTA Freeway Travel Time Prediction	294	Solution	null	119	https://www.kaggle.com/competitions/RTA/writeups/benchmark-solution	##### Solution — RTA Freeway Travel Time Prediction For anybody interest, here's the actual solution. Author 1 10 Comments ----------- Hotness [](https://www.kaggle.com/sharmapriti) Hi Anthony Can we make subimissions now?And test data will be provided? [](https://www.kaggle.com/caneldem) Hi Antony, we can't ...	2,123	[]
UBC-OCEAN	UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	466,455	1st Place Solution 🥇 [Owkin]	1	376	https://www.kaggle.com/competitions/UBC-OCEAN/writeups/owkin-1st-place-solution-owkin	1st Place Solution 🥇 [Owkin] -- Phikon & Chowder ------------------------------------------------- Introduction ------------ First of all, we would like to thank the University of British Columbia (UBC) for this exceptional multi-centric cohort and the Kaggle staff for organizing this competition. We got into this c...	20,662	[]
UBC-OCEAN	UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	465,697	7th place solution	7	345	https://www.kaggle.com/competitions/UBC-OCEAN/writeups/m1dsolo-7th-place-solution	Thanks to kaggle and UBC for hosting this interesting competition and congrats to all the winners for their hard work! I would also like to thank my teammates and everyone in the discussion forum for their help! Method ------ Summary ------- Our final solution is based on multiple instance learning(MIL) for **ovaria...	7,213	[]
UBC-OCEAN	UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	465,382	[8th Place Solution] Understanding Data Before Designing Methods	8	330	https://www.kaggle.com/competitions/UBC-OCEAN/writeups/forcewithme-8th-place-solution-understanding-data-	Acknowledgments --------------- I would like to express my gratitude to Kaggle, the organizers, and other participants in the community. I have learned a great deal from this competition and hope that it will promote the advancement of research in MIL，Classification and outliers detection of Human tissues, and the stu...	7,948	[]
UBC-OCEAN	UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	465,527	3rd Place Solution for the UBC-OCEAN UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	3	329	https://www.kaggle.com/competitions/UBC-OCEAN/writeups/danielt-3rd-place-solution-for-the-ubc-ocean-ubc-o	Context ------- Business context: [UBC Ovarian Cancer Subtype Classification and Outlier Detection](https://www.kaggle.com/competitions/UBC-OCEAN) Data context: [The] challenge in this competition is to classify the type of ovarian cancer from microscopy scans of biopsy samples. [Link to data description](https://www...	17,616	[]
UBC-OCEAN	UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	466,017	5th place solution	5	313	https://www.kaggle.com/competitions/UBC-OCEAN/writeups/rist-40man-5th-place-solution	##### 5th place solution — UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN) First of all, I would like to express my gratitude to the Kaggle staff for hosting this fantastic competition, as well as to the organizers at UBC. I also want to extend my appreciation to all the hardworking partici...	6,546	[]
UBC-OCEAN	UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	465,811	4th place solution	4	289	https://www.kaggle.com/competitions/UBC-OCEAN/writeups/elahi-4th-place-solution	##### 4th place solution — UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN) TMA --- TMA images are centre cropped (eg. 3000 -> 2500) and resized to 768x768 pixels. WSI --- A single segmentation model is used for title selection. Segmentation is trained on thumbnail images and supplemental...	3,390	[]
UBC-OCEAN	UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	465,410	2nd Place Solution - UBC-OCEAN	2	283	https://www.kaggle.com/competitions/UBC-OCEAN/writeups/zznznb-2nd-place-solution-ubc-ocean	Preface ------- The most significant difficulty in whole slide image (WSI) classification is the extremely high resolution, which should have been experienced by all competitors. Although the organizers of the competition provided a data type difficult to process, fortunately, the resolution of the data is much lower ...	4,736	[]
agents-intensive-capstone-project	Agents Intensive - Capstone Project	651,726	Writeups submitted but kaggle notebook link not worked through writeup page	null	122	https://www.kaggle.com/competitions/agents-intensive-capstone-project/discussion/651726	Hi, I successfully submitted my final entry before the deadline and also submitted my Kaggle notebook link through the Writeups page as required. Unfortunately, it seems the notebook link is not being recognized or displayed properly on the leaderboard/write-up section. Could you kindly check on your end whether my no...	1,546	[]
agents-intensive-capstone-project	Agents Intensive - Capstone Project	651,484	URGENT: Writeup Editor Closed Seconds Before Deadline — Request Manual Acceptance	null	78	https://www.kaggle.com/competitions/agents-intensive-capstone-project/discussion/651484	[](https://www.kaggle.com/organizations/kaggle) Kaggle · Community Hackathon · 3 months ago Put your course learnings into action by building an agent that solves a real-world problem or improves everyday productivity. ![Image 1](https://www.kaggle.com/competitions/121144/images/header) Agents Intensive - Capstone ...	1,161	[]
agents-intensive-capstone-project	Agents Intensive - Capstone Project	634,940	[Fixed] Writeup submission issues	null	72	https://www.kaggle.com/competitions/agents-intensive-capstone-project/discussion/634940	[](https://www.kaggle.com/organizations/kaggle) Kaggle · Community Hackathon · 3 months ago Put your course learnings into action by building an agent that solves a real-world problem or improves everyday productivity. ![Image 1](https://www.kaggle.com/competitions/121144/images/header) Agents Intensive - Capstone ...	792	[]
agents-intensive-capstone-project	Agents Intensive - Capstone Project	639,473	Facing issue with Writeup submission	null	59	https://www.kaggle.com/competitions/agents-intensive-capstone-project/discussion/639473	[](https://www.kaggle.com/organizations/kaggle) Kaggle · Community Hackathon · 3 months ago Put your course learnings into action by building an agent that solves a real-world problem or improves everyday productivity. ![Image 1](https://www.kaggle.com/competitions/121144/images/header) Agents Intensive - Capstone ...	634	[]
agents-intensive-capstone-project	Agents Intensive - Capstone Project	634,321	Error is occurring while submitting the writeup	null	50	https://www.kaggle.com/competitions/agents-intensive-capstone-project/discussion/634321	[](https://www.kaggle.com/organizations/kaggle) Kaggle · Community Hackathon · 3 months ago Put your course learnings into action by building an agent that solves a real-world problem or improves everyday productivity. ![Image 1](https://www.kaggle.com/competitions/121144/images/header) Agents Intensive - Capstone ...	534	[]
agents-intensive-capstone-project	Agents Intensive - Capstone Project	633,746	UNABLE TO SUBMIT WRITEUP	null	50	https://www.kaggle.com/competitions/agents-intensive-capstone-project/discussion/633746	[](https://www.kaggle.com/organizations/kaggle) Kaggle · Community Hackathon · 3 months ago Put your course learnings into action by building an agent that solves a real-world problem or improves everyday productivity. ![Image 1](https://www.kaggle.com/competitions/121144/images/header) Agents Intensive - Capstone ...	511	[]
ai-mathematical-olympiad-prize	AI Mathematical Olympiad - Progress Prize 1	519,303	Numina 1st Place Solution	1	336	https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/writeups/numina-numina-1st-place-solution	* Notebook: [https://www.kaggle.com/code/lewtun/numina-1st-place-solution](https://www.kaggle.com/code/lewtun/numina-1st-place-solution) * Model: [https://huggingface.co/AI-MO/NuminaMath-7B-TIR](https://huggingface.co/AI-MO/NuminaMath-7B-TIR) * Demo: [https://huggingface.co/spaces/AI-MO/math-olympiad-solver](http...	15,584	[]
ai-mathematical-olympiad-prize	AI Mathematical Olympiad - Progress Prize 1	518,960	4th place solution	4	336	https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/writeups/codeinter-4th-place-solution	First, we would like to thank Kaggle and XTX Markets for bringing us this exciting competition. Through this competition, we have learned a lot. We also want to thank every team member for their hard work. They are truly amazing, with many excellent ideas and engineering skills. Our solution is based on the great work...	6,713	[]
ai-mathematical-olympiad-prize	AI Mathematical Olympiad - Progress Prize 1	517,206	3rd place solution	3	315	https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/writeups/after-exams-3rd-place-solution	vLLM with some tricks --------------------- [Code for our final solution can be found here.](https://www.kaggle.com/code/davidd2/3rd-place-solution-afterexams) Our final selected solution was an adaptation of the notebook of [AbdurRafae](https://www.kaggle.com/code/abdurrafae/improved-code-interpretation). We use...	4,253	[]
ai-mathematical-olympiad-prize	AI Mathematical Olympiad - Progress Prize 1	518,964	2nd place solution (All code and datasets released) - CMU_MATH	2	304	https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/writeups/cmu-math-2nd-place-solution-all-code-and-datasets-	##### Observation On MATH dataset, if we sample solutions with DeepSeek-MATH-7B RL, we will only get correct solutions for some problems, and those solutions can be similar. On the other hand, sampling solutions with DeepSeek-MATH-7B Base fails to output any correct solutions on some problems. On AMC, AIME and Odysse...	7,962	[]
ai-mathematical-olympiad-prize	AI Mathematical Olympiad - Progress Prize 1	523,125	(looking for) 5th place solution	5	162	https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/discussion/523125	[](https://www.kaggle.com/organizations/aimoprize) AI\|MO · Featured Code Competition · 2 years ago Solve national-level math challenges using artificial intelligence models ![Image 1](https://www.kaggle.com/competitions/73231/images/header) AI Mathematical Olympiad - Progress Prize 1 -------------------------------...	767	[]
ai-mathematical-olympiad-prize	AI Mathematical Olympiad - Progress Prize 1	516,936	[Public LB20 / Private FAIL] Write-Up	null	159	https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/writeups/isaka-tsuyoshi-public-lb20-private-fail-write-up	##### [Public LB20 / Private FAIL] Write-Up — AI Mathematical Olympiad - Progress Prize 1 First and foremost, I would like to express my gratitude to the organizers, the Kaggle team, and everyone who participated. I love AI, mathematics, and the Kaggle community. [Public LB20 / Private FAIL] Write-Up ----------------...	2,243	[]
ai-mathematical-olympiad-prize	AI Mathematical Olympiad - Progress Prize 1	516,868	41st Place Solution	null	140	https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/writeups/hayatofujihara-41st-place-solution	Thank you to the hosts and participants for hosting this competition. I am very happy to get the silver medal and become a master. My solution is as follows. #### ・Prompt I emphasized self-doubt. This may make the AI think repeatedly and arrive at the correct answer. Typing "Be skeptical of your answers." three ti...	2,423	[]
ai-mathematical-olympiad-prize	AI Mathematical Olympiad - Progress Prize 1	492,178	$10,000 cash prize for the first to publish a public notebook scoring at least 20/50	1	86	https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/discussion/492178	[Learn more](https://www.kaggle.com/cookies) OK, Got it. [](https://www.kaggle.com/organizations/aimoprize) AI\|MO · Featured Code Competition · 2 years ago Solve national-level math challenges using artificial intelligence models ![Image 1](https://www.kaggle.com/competitions/73231/images/header) AI Mathematical O...	985	[]
ai-mathematical-olympiad-progress-prize-2	AI Mathematical Olympiad - Progress Prize 2	574,765	1st place solution - NemoSkills	1	346	https://www.kaggle.com/competitions/ai-mathematical-olympiad-progress-prize-2/writeups/nemoskills-1st-place-solution-nemoskills	We would like to extend our thanks to the hosts from AIMOPrize, XTX Markets and Kaggle for this year's challenge which obviously had a lot of thought and preparation spent on the problems and the Kaggle environment. And a special shout out to Simon Frieder for being so accessible throughout the challenge. We were thri...	16,528	[]
ai-mathematical-olympiad-progress-prize-2	AI Mathematical Olympiad - Progress Prize 2	572,948	2nd place solution (Team imagination-research)	2	328	https://www.kaggle.com/competitions/ai-mathematical-olympiad-progress-prize-2/writeups/imagination-research-2nd-place-solution-team-imagi	* Repository: [https://github.com/imagination-research/aimo2](https://github.com/imagination-research/aimo2) * Models: [https://huggingface.co/imagination-research/deepseek-14b-sft-dpo4](https://huggingface.co/imagination-research/deepseek-14b-sft-dpo4) [https://huggingface.co/imagination-research/deepsee...	18,259	[]
ai-mathematical-olympiad-progress-prize-2	AI Mathematical Olympiad - Progress Prize 2	574,262	5th place solution	5	304	https://www.kaggle.com/competitions/ai-mathematical-olympiad-progress-prize-2/writeups/usernam-5th-place-solution	First, I would like to express my sincere gratitude to XTX Markets and Kaggle for hosting this excellent competition. Organizing an event of this quality and scale is a significant undertaking. I also extend my appreciation to all the participants for their dedication and contributions. **Solution Details (luck + 14b-...	8,382	[]
ai-mathematical-olympiad-progress-prize-2	AI Mathematical Olympiad - Progress Prize 2	573,671	4th place solution	4	290	https://www.kaggle.com/competitions/ai-mathematical-olympiad-progress-prize-2/writeups/sravn-4th-place-solution	4th Place Solution – AIMO Reasoning Challenge Summary This solution is based on a single quantized 14B DeepSeek model, using a simple, fixed inference strategy without time management or system prompts. I focused on robustness over leaderboard tuning, avoiding overfitting by validating locally on a custom set of math...	4,345	[]
aiquest-bangla-sentiment-analysis-competition	aiquest - Bangla Sentiment Analysis Competition	573,440	Bangla Text to Sentiment: A BERT-Based Approach and Ensemble-Based Solution	null	258	https://www.kaggle.com/competitions/aiquest-bangla-sentiment-analysis-competition/writeups/roman-ahmed-bangla-text-to-sentiment-a-bert-based-	BERT-Based Approach 🏆 Competition Solution: Bangla Sentiment Analysis -------------------------------------------------- This solution combines custom Bangla text preprocessing with deep learning using BanglaBERT, and applies 5-fold stratified cross-validation to ensure robust performance. Here's a breakdown of ...	7,155	[]
airbnb-recruiting-new-user-bookings	Airbnb New User Bookings	18,918	5th Place Solution	5	349	https://www.kaggle.com/competitions/airbnb-recruiting-new-user-bookings/writeups/branden-murray-5th-place-solution	##### 5th Place Solution — Airbnb New User Bookings Hey, I thought I'd share with you all some of what I did for this competition. I liked this one a lot because it allowed for some creative feature engineering. My final model was an ensemble of 8 XGBs, 4NN (nolearn Lasagne), 1 GLMNET, and 1 RandomForest (using 'rang...	14,281	[]
airbnb-recruiting-new-user-bookings	Airbnb New User Bookings	18,976	2nd Place Solution	2	298	https://www.kaggle.com/competitions/airbnb-recruiting-new-user-bookings/writeups/keiku-2nd-place-solution	##### Project Files 15 Comments ----------- Hotness [](https://www.kaggle.com/keiku322) Posted 10 years ago · 2nd in this Competition Sorry for not explaining enough. (and I'm sorry for my poor English.) * About age features. I created age_cln and age_cln2 as numerical features of 1st and 2nd layer model, and...	7,080	[]
airbnb-recruiting-new-user-bookings	Airbnb New User Bookings	18,944	Sharing Solution of Rank 23 (0.88625 on Private LB)	null	226	https://www.kaggle.com/competitions/airbnb-recruiting-new-user-bookings/writeups/vopani-sharing-solution-of-rank-23-0-88625-on-priv	##### Sharing Solution of Rank 23 (0.88625 on Private LB) — Airbnb New User Bookings Sharing Solution of Rank 23 (0.88625 on Private LB) =================================================== Solution Writeup · 23rd place · Feb 13, 2016 For whoever is interested, here's my complete solution: [https://github.com/rohanra...	1,898	[]
airbnb-recruiting-new-user-bookings	Airbnb New User Bookings	18,936	Solution Sharing (0.88691 on private LB)	null	175	https://www.kaggle.com/competitions/airbnb-recruiting-new-user-bookings/writeups/pxk-solution-sharing-0-88691-on-private-lb	##### Solution Sharing (0.88691 on private LB) — Airbnb New User Bookings Here is my solution that gives the above score. (I didn't pick this as one of my final submissions !) [https://github.com/paragkale/kaggle-airbnb](https://github.com/paragkale/kaggle-airbnb). There are two scripts (1) first run "makedata_session...	2,758	[]
airbnb-recruiting-new-user-bookings	Airbnb New User Bookings	18,973	Solution Presentation (#54)	null	104	https://www.kaggle.com/competitions/airbnb-recruiting-new-user-bookings/writeups/randombishop-solution-presentation-54	##### Solution Presentation (#54) — Airbnb New User Bookings Solution Presentation (#54) =========================== Solution Writeup · 54th place Thanks to organizers and Kagglers for this interesting challenge and its sharings in the forums, and congratulations to the top 10 ! FWIW, here is a presentation of my a...	1,949	[]
airbus-ship-detection	Airbus Ship Detection Challenge	71,782	6th Place Solution (41st in the Public LB)	6	314	https://www.kaggle.com/competitions/airbus-ship-detection/writeups/ods-ai-bzs-6th-place-solution-41st-in-the-public-l	First of all, I'd like to thank my teammates [ZFTurbo](https://www.kaggle.com/zfturbo) and [Nick Sergievskiy](https://www.kaggle.com/nicksergievskiy) for the nice teamwork and their great effort! We've entered the competition and merged into the team pretty late. Thus, we haven't had enough time to make lots of experi...	2,848	[]
airbus-ship-detection	Airbus Ship Detection Challenge	74,443	1st place solution for Algorithm Speed Prize	1	281	https://www.kaggle.com/competitions/airbus-ship-detection/writeups/ods-ai-alex-sologub-1st-place-solution-for-algorit	##### 1st place solution for Algorithm Speed Prize — Airbus Ship Detection Challenge Hi there! Here's a quick breakdown of the 1st place solution: 1. PyTorch. 2. SE-ResNet50 as a classifier: took around 30 seconds to infer all images. 3. LinkNet as a segmentation network: took around 140 seconds to infer all p...	5,391	[]
airbus-ship-detection	Airbus Ship Detection Challenge	71,595	9th place solution	9	241	https://www.kaggle.com/competitions/airbus-ship-detection/writeups/kensho-mosaic-9th-place-solution	Congratulations to the winners, especially Victor and Selim of topcoders, whose 2018 DSB winning [solution](https://github.com/selimsef/dsb2018_topcoders) we adopted for this competition. Finding overlap --------------- Due to the overlapping issue, we wrote an algorithm to find all the overlapping pairs of images in...	5,160	[]
airbus-ship-detection	Airbus Ship Detection Challenge	71,607	10th MaskRCNN without ensemble and TTA solution.	10	227	https://www.kaggle.com/competitions/airbus-ship-detection/writeups/tkuanlun350-10th-maskrcnn-without-ensemble-and-tta	##### 10th MaskRCNN without ensemble and TTA solution. — Airbus Ship Detection Challenge Congratulations to all the winners ! Since most team used Unet-based solution so I think others may be interested in MaskRCNN based solution. My pipeline is ordinary: Unet101 with 384*384 + MaskRCNN. No TTA and ensemble because ...	3,298	[]
airbus-ship-detection	Airbus Ship Detection Challenge	71,664	14th place solution: data and metric comprehension	14	226	https://www.kaggle.com/competitions/airbus-ship-detection/writeups/robga-kerem-radek-14th-place-solution-data-and-met	My team and I are happy to achieve a 14th place. Congratulations to everyone else in medal positions! And many thanks to my team mates [radek](https://www.kaggle.com/radek1) and [kerem](https://www.kaggle.com/keremt) for inspirational collaboration. This is my first attempt at a Kaggle competition with tiers/points. 1...	6,201	[]
airbus-ship-detection	Airbus Ship Detection Challenge	71,659	11th place solution	11	181	https://www.kaggle.com/competitions/airbus-ship-detection/writeups/igor-praznik-11th-place-solution	First of all congratulations to the winners! Data The main challenge of this completion, from my point of view, was very unbalanced data for ship/no ship, split/no split cases, very different types of images from distance, quality etc point of view. For the training I took only images with ships from the trainin...	3,411	[]
airbus-ship-detection	Airbus Ship Detection Challenge	71,875	Oriented SSD (solution without segmentation)	null	150	https://www.kaggle.com/competitions/airbus-ship-detection/writeups/toshi-k-oriented-ssd-solution-without-segmentation	##### Oriented SSD (solution without segmentation) — Airbus Ship Detection Challenge Author Hotness [](https://www.kaggle.com/sheriytm) Congrats [@toshi](https://www.kaggle.com/toshi)_k, and thanks for sharing. [](https://www.kaggle.com/iafoss) [### Iafoss](https://www.kaggle.com/iafoss) Posted 7 years ago · 38...	2,287	[]
alaska2-image-steganalysis	ALASKA2 Image Steganalysis	168,870	3rd place solution	3	360	https://www.kaggle.com/competitions/alaska2-image-steganalysis/writeups/kaizaburochubachi-3rd-place-solution	Thanks for hosting this interesting, leakage free competition. I learned a lot from this competition. I also thank the other participants. I am very impressed with the unique solutions of the other participants. I will read all posted solutions. Here is a description of the my solution. Validation ---------- I split...	4,505	[]
alaska2-image-steganalysis	ALASKA2 Image Steganalysis	168,546	[ABBA McCandless] - 2nd place solution overview	2	353	https://www.kaggle.com/competitions/alaska2-image-steganalysis/writeups/abba-mccandless-abba-mccandless-2nd-place-solution	##### [ABBA McCandless] - 2nd place solution overview — ALASKA2 Image Steganalysis [ABBA McCandless] - 2nd place solution overview =============================================== Solution Writeup · 2nd place · Jul 21, 2020 A summary of our solution - 0.945/0.932 (Public/Private) In short: Trust your CV I used ...	6,480	[]
alaska2-image-steganalysis	ALASKA2 Image Steganalysis	168,548	1st place solution	1	342	https://www.kaggle.com/competitions/alaska2-image-steganalysis/writeups/guanshuo-xu-1st-place-solution	##### 1st place solution — ALASKA2 Image Steganalysis Methods: I combined a model trained in the spatial domain (YCbCr) and a model trained in the DCT domain with a second-level model trained using their bottleneck features. The spatial domain model was seresnet18 initialized with imagenet weights. To make train...	9,882	[]
alaska2-image-steganalysis	ALASKA2 Image Steganalysis	168,519	[8th Place] Brief solution.	8	212	https://www.kaggle.com/competitions/alaska2-image-steganalysis/writeups/bandabi-8th-place-brief-solution	##### [8th Place] Brief solution. — ALASKA2 Image Steganalysis [8th Place] Brief solution. =========================== Solution Writeup · 8th place · Nov 5, 2021 Before posting ============== Before posting, Thanks for hosting this great competition. And also, Thanks to our great teammates: [@titericz](https://www....	5,149	[]
amex-default-prediction	American Express - Default Prediction	348,530	21st Solution and Code Sharing	null	275	https://www.kaggle.com/competitions/amex-default-prediction/writeups/angus-ryota-joe-21st-solution-and-code-sharing	A huge huge thank you to [@andrew60909](https://www.kaggle.com/andrew60909) and [@ryotak12](https://www.kaggle.com/ryotak12) for an excellent team experience. We learned a lot and had fun, and I appreciate their patience with my extended, largely unsuccessful efforts to make a transformer work really well 😂. Thanks al...	13,086	[]
amp-parkinsons-disease-progression-prediction	AMP®-Parkinson's Disease Progression Prediction	411,505	1st Place Solution	1	349	https://www.kaggle.com/competitions/amp-parkinsons-disease-progression-prediction/writeups/connecting-dotts-1st-place-solution	##### 1st Place Solution — AMP®-Parkinson's Disease Progression Prediction 1st Place Solution ================== Solution Writeup · 1st place · May 22, 2023 First of all we would like to thank Kaggle and AMP PD for hosting this competition and providing a great dataset to dig into and rich enough to get lost in it f...	8,177	[]
amp-parkinsons-disease-progression-prediction	AMP®-Parkinson's Disease Progression Prediction	411,546	3rd place solution	3	286	https://www.kaggle.com/competitions/amp-parkinsons-disease-progression-prediction/writeups/hajime-tamura-3rd-place-solution	First of all, I would like to thank Kaggle and AMP PD for organizing this great competition. I would also like to thank all the kagglers who participated in this competition. I am very happy to have won my first gold medal and also to have won a prize. My solution is simple and consists of three main functions. 1. Gr...	2,691	[]
amp-parkinsons-disease-progression-prediction	AMP®-Parkinson's Disease Progression Prediction	418,143	2nd Place Solution	2	282	https://www.kaggle.com/competitions/amp-parkinsons-disease-progression-prediction/writeups/no-luck-all-skill-2nd-place-solution	Sorry for late sharing. First of all, thanks to competition organizers for hosting this interesting competition and my great teammates(@hyd,@rib). And congrats my friend rib for becoming GM. Our solution is simple, we found information related to "visit_month" very useful and information related to proteins are useles...	1,964	[]
amp-parkinsons-disease-progression-prediction	AMP®-Parkinson's Disease Progression Prediction	411,394	12th Place Solution	12	263	https://www.kaggle.com/competitions/amp-parkinsons-disease-progression-prediction/writeups/win-kinakomochi-vs-sophia-12th-place-solution	Before anything else, I want to express my deep gratitude to my team members [@vitalykudelya](https://www.kaggle.com/vitalykudelya)[@yukisawamura](https://www.kaggle.com/yukisawamura)[@yukisawamura](https://www.kaggle.com/yukisawamura)[@salaryman](https://www.kaggle.com/salaryman) who contributed their time, efforts, a...	3,191	[]
amp-parkinsons-disease-progression-prediction	AMP®-Parkinson's Disease Progression Prediction	442,273	43rd (top 3%) silver medal solution	3	262	https://www.kaggle.com/competitions/amp-parkinsons-disease-progression-prediction/writeups/wojciech-victor-fulmyk-43rd-top-3-silver-medal-sol	##### 43rd (top 3%) silver medal solution — AMP®-Parkinson's Disease Progression Prediction The following presents my solution, which got 43rd place on the private leaderboard and earned me a silver medal. You can see the code for my solution [here](https://www.kaggle.com/code/wisawesome/amp-pdpp-top-3-solution-code/...	4,142	[]
amp-parkinsons-disease-progression-prediction	AMP®-Parkinson's Disease Progression Prediction	411,395	8th place solution: One trick to win the gold	8	228	https://www.kaggle.com/competitions/amp-parkinsons-disease-progression-prediction/writeups/all-luck-no-skill-8th-place-solution-one-trick-to-	Thanks my teammates [@hookman](https://www.kaggle.com/hookman)[@zui0711](https://www.kaggle.com/zui0711)[@max2020](https://www.kaggle.com/max2020)[@librauee](https://www.kaggle.com/librauee) , I have learnt a lot from them. A crucial trick found by them is there are two groups in the data: **The true patients and the c...	2,140	[]
amp-parkinsons-disease-progression-prediction	AMP®-Parkinson's Disease Progression Prediction	411,398	4th Place Gold - Single Model RAPIDS cuML SVR!	4	226	https://www.kaggle.com/competitions/amp-parkinsons-disease-progression-prediction/writeups/chris-deotte-4th-place-gold-single-model-rapids-cu	AMP®-Parkinson's Disease Progression Prediction ----------------------------------------------- Wow, this competition had a close finish at the top. I suspected this would be the case because I believe there was only 1 source of reliable signal (i.e. `patient visit dates`) and all the tops teams were working hard to e...	6,135	[]
amp-parkinsons-disease-progression-prediction	AMP®-Parkinson's Disease Progression Prediction	411,380	9th Place Solution	9	213	https://www.kaggle.com/competitions/amp-parkinsons-disease-progression-prediction/writeups/makotu-9th-place-solution	First of all, I would like to express my gratitude to everyone who organized this competition, thank you! Given the small amount of data, the competition was quite uncertain, but I'm glad that I was able to achieve good results. Now, I will describe my solution below. Solution Overview ----------------- The importan...	2,656	[]
aptos2019-blindness-detection	APTOS 2019 Blindness Detection	108,065	1st place solution summary	1	379	https://www.kaggle.com/competitions/aptos2019-blindness-detection/writeups/guanshuo-xu-1st-place-solution-summary	##### 1st place solution summary — APTOS 2019 Blindness Detection 1st place solution summary ========================== Solution Writeup · 1st place · Sep 12, 2019 Thanks to APTOS and Kaggle for hosting this interesting competition. I also would like to thank those who generously contributed in the kernels and disc...	6,043	[]
aptos2019-blindness-detection	APTOS 2019 Blindness Detection	108,209	78th place solution and thoughts (first medal!)	1	348	https://www.kaggle.com/competitions/aptos2019-blindness-detection/writeups/owl-team-78th-place-solution-and-thoughts-first-me	My experience ------------- Congratulations to all the participants! I am very excited as this is my first medal! Before you read my post, please upvote my teammate's ( [@agscin](https://www.kaggle.com/agscin) ) post over [here](https://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107940#latest-620900) ...	9,928	[]
aptos2019-blindness-detection	APTOS 2019 Blindness Detection	108,030	8th Place Solution	8	347	https://www.kaggle.com/competitions/aptos2019-blindness-detection/writeups/eye-of-stars-8th-place-solution	First of all I want to thank everyone who participated, shared kernels and was part of activate discussion. PROBLEM: -------- As you have already heard and read many top team solutions have used very simple 2 STEP approach in fact this was heavily discussed here ([https://www.kaggle.com/c/aptos2019-blindness-detecti...	6,205	[]
aptos2019-blindness-detection	APTOS 2019 Blindness Detection	107,987	4th place solution	4	335	https://www.kaggle.com/competitions/aptos2019-blindness-detection/writeups/best-over-fitting-4th-place-solution	##### 4th place solution — APTOS 2019 Blindness Detection 4th place solution ================== Solution Writeup · 4th place · Sep 13, 2019 My Submissions ============== My best public LB: `0.842` (with quick submit, so no private LB available) My FINAL submit v1, with public LB `0.838` , private LB `0.932` , is b...	4,338	[]
aptos2019-blindness-detection	APTOS 2019 Blindness Detection	107,960	5th place solution	5	304	https://www.kaggle.com/competitions/aptos2019-blindness-detection/writeups/5th-place-solution	##### 5th place solution — APTOS 2019 Blindness Detection 5th place solution ================== Solution Writeup · 5th place · Sep 11, 2019 Congrats to everyone, Here is my solution, not complicated. models ------ * efficientnet-b0 * efficientnet-b1 * efficientnet-b2 * efficientnet-b3 I just combined the ...	3,218	[]
aptos2019-blindness-detection	APTOS 2019 Blindness Detection	107,926	4th place solution (2nd after LB cleaning)	4	292	https://www.kaggle.com/competitions/aptos2019-blindness-detection/writeups/ods-ai-eye-of-private-lb-4th-place-solution-2nd-af	##### 4th place solution (2nd after LB cleaning) — APTOS 2019 Blindness Detection 4th place solution (2nd after LB cleaning) ========================================== Solution Writeup · 2nd place · Sep 11, 2019 Congrats everyone with excellent results and ending of this exciting competition! Data We used full...	3,204	[]
arc-prize-2024	ARC Prize 2024	545,671	2nd Place Solution for the ARC Prize 2024 Competition: Omni-ARC approach	2	357	https://www.kaggle.com/competitions/arc-prize-2024/writeups/guillermo-barbadillo-2nd-place-solution-for-the-ar	Any feedback to improve this post or the [paper](https://ironbar.github.io/arc24/05_Solution_Summary/) is very welcome 👍! This post is almost a duplicate of the [paper](https://ironbar.github.io/arc24/05_Solution_Summary/), I would recommend to go to the [paper](https://ironbar.github.io/arc24/05_Solution_Summary/) d...	18,505	[]
arc-prize-2024	ARC Prize 2024	550,414	4th place solution	4	269	https://www.kaggle.com/competitions/arc-prize-2024/writeups/william-wu-4th-place-solution	First and foremost, I would like to extend my utmost gratitude to Kaggle and the ARC Prize organizers for hosting this remarkable competition, which represents a pivotal step in raising awareness and advancing efforts toward addressing the challenges of Artificial General Intelligence (AGI). The code is linked here: [...	3,042	[]
arc-prize-2024	ARC Prize 2024	550,336	5th place solution	5	263	https://www.kaggle.com/competitions/arc-prize-2024/writeups/poohai-5th-place-solution	Our code is [here](https://www.kaggle.com/code/gromml/arc-prize-2024-poohai-solution). Basically, our solution consists of 3 ideas: 1) Ensembling different solutions. ![Image 1](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3365741%2F83488802523e694d5ab4ce5984e0e0f6%...	3,255	[]
arc-prize-2025	ARC Prize 2025	575,152	Conference write-up for my attempts at ARC AGI 2024 (llama.cpp + llama 3.0 8B/70B writing Python solvers)	null	97	https://www.kaggle.com/competitions/arc-prize-2025/discussion/575152	I worked on ARC AGI 2024 for a chunk of last year. Whilst I didn't submit to the competition, I wrote up some interesting observations which ended up in talks at a conference (PyDataGlobal) and several at meetups (PyDataLondon). I see that Kaggle picked this up on their LinkedIn account and I've been meaning to share m...	4,489	[]
ariel-data-challenge-2025	NeurIPS - Ariel Data Challenge 2025	609,210	7th Place Solution	7	335	https://www.kaggle.com/competitions/ariel-data-challenge-2025/writeups/7st-place-solution	Introduction ------------ We ( [@horikitasaku](https://www.kaggle.com/horikitasaku) and [@takaito](https://www.kaggle.com/takaito)) would like to express our sincere gratitude to the organizers for such an outstanding competition. Special thanks also for staff members like Sohier Dane [@sohier](https://www.kaggle.com...	8,138	[]
ariel-data-challenge-2025	NeurIPS - Ariel Data Challenge 2025	611,004	4th place solution	4	329	https://www.kaggle.com/competitions/ariel-data-challenge-2025/writeups/4th-place-solution	The code for my solution is available in [this public github repository](https://github.com/thomasdueholm/kaggle_ariel_2025). I have documented my solution in [this pdf file](https://github.com/thomasdueholm/kaggle_ariel_2025/blob/main/model_summary/model_summary.pdf). The description became quite long, so I am making...	23,843	[]
ariel-data-challenge-2025	NeurIPS - Ariel Data Challenge 2025	609,629	5th place solution	5	308	https://www.kaggle.com/competitions/ariel-data-challenge-2025/writeups/5th-place-solution	This competition was a great opportunity to take a break from deep learning and do some modeling. Huge thanks to Kaggle, [@gordonyip](https://www.kaggle.com/gordonyip) and all the other organizers, looking forward to the 2026 edition! At the base of my solution is a physical model with parameters fit to match the nois...	6,415	[]
ariel-data-challenge-2025	NeurIPS - Ariel Data Challenge 2025	609,888	1st place solution: Bayesian Inference, of course	1	307	https://www.kaggle.com/competitions/ariel-data-challenge-2025/writeups/1st-place-solution-bayesian-inference-of-course	[Link to code to train and submit](https://www.kaggle.com/code/jeroencottaar/ariel2025-1st-place-bayesian-exoplanet-analysis) This year I'm also releasing the full development history: [https://github.com/jcottaar/ariel2](https://github.com/jcottaar/ariel2) I'd like to start by thanking the organizers for another gre...	14,752	[]
ariel-data-challenge-2025	NeurIPS - Ariel Data Challenge 2025	609,510	8th place solution	8	293	https://www.kaggle.com/competitions/ariel-data-challenge-2025/writeups/8th-place-solution	I would like to express my gratitude to Kaggle and University College London for hosting this competition. I learned a great deal, and it was truly an exciting experience. Summary ------- 1. Preprocess : noise reduction 2. Stage 1 : transit time prediction & filtering bad samples 3. Stage2 : physics-based trans...	5,307	[]
ashrae-energy-prediction	ASHRAE - Great Energy Predictor III	123,481	2nd Place Solution	2	395	https://www.kaggle.com/competitions/ashrae-energy-prediction/writeups/cha0s-2nd-place-solution	Our team finished 2nd on private LB (12th on public). The private LB is finally released officially. So happy and pumped up for winning in the money for the first time on Kaggle (after 6 years). Santa has been kind this year :-) Our team will be kind too and share our complete solution. Solution Architecture: ------...	6,807	[]
ashrae-energy-prediction	ASHRAE - Great Energy Predictor III	124,709	1st Place Solution Team Isamu & Matt	1	393	https://www.kaggle.com/competitions/ashrae-energy-prediction/writeups/isamu-matt-1st-place-solution-team-isamu-matt	Thank you to Kaggle and ASHRAE for hosting this competition. The decision to use only non-leak data for the private test set helped to make this competition fair. Thank you to all those who contributed to the kernels and discussions and especially those who made the leaks public. Last but not least, I'd like to thank a...	7,593	[]

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