Kaggle Competition Solutions ML Frameworks

Personal repositories and collections documenting individual approaches, code, and solutions to Kaggle competitions and similar ML contests. Does NOT include general ML frameworks, tutorials, or competition-specific tools like Kaggle CLI utilities.

There are 69 kaggle competition solutions frameworks tracked. 1 score above 70 (verified tier). The highest-rated is faridrashidi/kaggle-solutions at 71/100 with 6,352 stars. 2 of the top 10 are actively maintained.

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#	Framework	Score	Tier	Stars	Language
1	faridrashidi/kaggle-solutions 🏅 Collection of Kaggle Solutions and Ideas 🏅	71	Verified	6,352	Astro
2	datawhalechina/competition-baseline 数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路	57	Established	4,733	Jupyter Notebook
3	codalab/codalab-competitions CodaLab Competitions	57	Established	535	Python
4	jeongyoonlee/Kaggler Code for Kaggle Data Science Competitions	53	Established	750	Python
5	corazzon/KaggleStruggle Kaggle Struggle	46	Emerging	303	Jupyter Notebook
6	the-black-knight-01/Data-Science-Competitions Goal of this repo is to provide the solutions of all Data Science...	44	Emerging	812	—
7	bfortuner/pytorch-kaggle-starter Pytorch starter kit for Kaggle competitions	42	Emerging	333	Jupyter Notebook
8	gabrielpreda/Kaggle Kaggle Kernels (Python, R, Jupyter Notebooks)	40	Emerging	38	Jupyter Notebook
9	kalilurrahman/1000_KaggleNoteBooks Archive of 1000+ Kaggle notebooks — covering EDA, feature engineering, ML...	36	Emerging	2	Jupyter Notebook
10	LDJWJ/kagglebook 데이터가 뛰어노는 AI 놀이터 소스코드	36	Emerging	22	HTML
11	yell/mnist-challenge My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]	35	Emerging	71	Jupyter Notebook
12	stevekwon211/Hello-Kaggle-Guide-KOR Kaggle을 처음 접하는 사람들을 위한 문서	33	Emerging	190	—
13	yzkang/My-Data-Competition-Experience 本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢	32	Emerging	398	Python
14	KickItLikeShika/cracking-kaggle-competitions Different approaches for different Classical Machine Learning, and NLP...	31	Emerging	39	Jupyter Notebook
15	pierpaolo28/Kaggle-Challenges Selection of some interesting Kaggle Kernels	30	Emerging	51	Jupyter Notebook
16	Mathpix/spectra-review-paper-competition Competition for best expository article on cutting-edge ML research	30	Emerging	56	CSS
17	leopoldoagorio/Challenges Mono-repo containing several challenges in a variety of Data Science and...	29	Experimental	13	Jupyter Notebook
18	anuj0456/kaggle_competition_solutions This repository compiles solutions from past Kaggle competitions, shared by...	28	Experimental	13	Jupyter Notebook
19	ravaghi/kaggle-notebooks Kaggle Notebooks	28	Experimental	11	Jupyter Notebook
20	MichaelYin1994/aiops-competition-solutions 鱼丸粗面参加的阿里云 && PAKDD AIOps挑战赛系列解决方案、答辩文档、代码	27	Experimental	58	Python
21	shepsci/kaggle-skill Complete Kaggle integration skill for AI coding agents — account setup,...	26	Experimental	8	Python
22	tonghuikang/lux-ai-2021 My published benchmark for a Kaggle Simulations Competition	26	Experimental	27	Python
23	hongyingyue/Competition-solutions Machine learning competition solutions and tricks \| 算法竞赛方案	26	Experimental	61	—
24	Amey-Thakur/KAGGLE-COMPETITIONS Kaggle portfolio featuring Kaggle competition solutions, 17+ Kaggle course...	25	Experimental	3	Jupyter Notebook
25	vybhav72954/kgout Auto-sync Kaggle notebook outputs to Google Drive or local machine via ngrok	24	Experimental	—	Python
26	stevekwon211/Hello-Kaggle-Guide For someone who is new at Kaggle	24	Experimental	85	—
27	tushar2704/My_homebrewed_NOTEBOOKS_archived-account-kaggle.com-tusharaggarwal27 My_homebrewed_NOTEBOOKS is a GitHub repository that houses a collection of...	24	Experimental	10	Jupyter Notebook
28	BlamerX/Kaggle-Playground-Predection-Competition This repository contains solutions for Kaggle's Playground Series prediction...	24	Experimental	2	Python
29	ravaghi/koolbox A collection of utility functions to simplify training machine learning...	24	Experimental	8	Python
30	whoamimi/kaggle-kernel My Kaggle Notebooks Workspace.	23	Experimental	1	Jupyter Notebook
31	rajks24/kgnite kgnite: unified Kaggle CLI for search, downloads, competitions, notebooks,...	22	Experimental	—	Python
32	KaziAmitHasan/Solved-ML-Challenges This repository contains all the solutions that I used in ML challenge...	22	Experimental	7	Jupyter Notebook
33	Training-Datasmith/kaggle-utilities Reusable Python utilities for Kaggle notebooks: repocloning, dataset...	22	Experimental	—	Python
34	simonyelisey/open_data_battle MPP model development competition.	22	Experimental	21	Jupyter Notebook
35	Doarakko/kagoole Search kaggle competitions and solutions based on data and predict type,...	20	Experimental	13	JavaScript
36	kennethleungty/Data-Centric-AI-Competition Codes for a Top 5% finish in the Data-Centric AI Competition organized by...	20	Experimental	24	Jupyter Notebook
37	rabiulcste/kaggle-kernels-ml Kaggle projects kernels on specific datasets	20	Experimental	4	Jupyter Notebook
38	quanhua92/awesome-competition-winners A comprehensive list of competition winners in Machine Learning, Deep Learning, etc.	18	Experimental	21	—
39	Chelseayyn/Tianchi-Competition 阿里云天池算法大赛代码Notebook分享	17	Experimental	3	Jupyter Notebook
40	ataturhan21/Kaggle-Blueprints It is a blueprint jupyter notebook that can be used for classification and...	16	Experimental	27	Jupyter Notebook
41	Samir-atra/Challenges_and_Competitions A group of programs and solutions to kaggle challenges and programming competitions	15	Experimental	—	Python
42	owaisahmadlone/Kaggle-Competitions My personal repository for my code/approach towards solutions(even if they...	15	Experimental	2	Jupyter Notebook
43	hyunnjjung/umr-ml-hackathons-2025 [Machine Learning Hackathon Projects from UMR ML Course 2025] Classification...	15	Experimental	1	Jupyter Notebook
44	lin-honghui/data-competition-calendar 国内外数据竞赛资讯整理	15	Experimental	18	—
45	nurfaiz0909/kaggle-skill 📊 Manage Kaggle tasks: account setup, datasets, competitions, notebooks,...	14	Experimental	—	—
46	Avik-Das-567/Kaggle-Notebooks-Avik My kaggle notebooks from competitions and 'Kaggle Learn' courses, covering a...	14	Experimental	—	Jupyter Notebook
47	Kiko211231/Kaggle-Competitions 🏆 Explore real-world machine learning challenges with this Kaggle...	14	Experimental	—	Jupyter Notebook
48	Fatemeh-ameri/Intermediate-Machine-Learning-Kaggle Practice notebooks from Kaggle's Intermediate Machine Learning course...	14	Experimental	—	Jupyter Notebook
49	aryashah2k/Kaggle-Profile-Of-Arya Repository Hosting Files and Media Of My Work Published On Kaggle...	14	Experimental	9	—
50	tiansztiansz/kaggle-AI 在 google 的数据科学平台 kaggle 上记录所有 AI 实践	14	Experimental	9	—
51	kmsravindra/kaggle All kaggle competition related code	14	Experimental	1	Jupyter Notebook
52	sagnik1511/Tabular-Playground-Series Approach towards Kaggle Tabular Playground Series Competitions	13	Experimental	8	Jupyter Notebook
53	mateuszk098/kaggle-notebooks Bunch of notebooks collection from Kaggle competitions.	13	Experimental	8	Jupyter Notebook
54	Fedorov-Artem/kaggle_OTTO code for kaggle OTTO competition (got silver medal)	13	Experimental	6	Jupyter Notebook
55	parvvaresh/AI-Technology-Olympics-NLP TechOlympics AI NLP competition hosted on Quera, where I ranked 50th out of...	13	Experimental	6	Jupyter Notebook
56	arashyeganeh/Machine-Learning Competitions and tutorials on machine learning.	12	Experimental	3	Jupyter Notebook
57	bhavul/Kaggle-Problems This houses all the competitions, and datasets of Kaggle on which I worked on.	11	Experimental	2	Jupyter Notebook
58	GraysonWills/kaggle-shelter-animal-outcomes Kaggle competition: Shelter Animal Outcomes	11	Experimental	—	—
59	GraysonWills/kaggle-playground-s4e11 Kaggle competition: Playground S4E11	11	Experimental	—	—
60	bchryzal/TPS-May-2022 Tabular Playground Series - May 2022	11	Experimental	—	Jupyter Notebook
61	Kratugautam99/Kaggle-Works Kaggle-Works is your one-stop repo to organize every phase of a Kaggle...	11	Experimental	—	Jupyter Notebook
62	GraysonWills/kaggle-detecting-insults-in-social-commentary Kaggle competition: Detecting Insults in Social Commentary	11	Experimental	—	—
63	leostaz/-Private-Listening_time_prediction_playground_S5E4 Kaggle Competitions - Playground Series - Season 5, Episode 4 (Private)	11	Experimental	—	Jupyter Notebook
64	leostaz/Backpack_prediction_playground_series_S5_E2 Kaggle Competitions - Playground Series - Season 5, Episode 2	11	Experimental	—	Jupyter Notebook
65	IvanZhangDoIt/Kaggle_Cases Kaggle User Cases I attended or investigated	10	Experimental	1	Jupyter Notebook
66	mlabarrere/HackerRank 🤖🥇🥈🥉 Machine learning competitions	10	Experimental	1	Jupyter Notebook
67	wang-zhuoran/kaggle-notes All my kaggle notes/code/competition in one repo	10	Experimental	1	HTML
68	synbol/Kaggle-Contests Kaggle Solutions: A Record of My Kaggle & Other Contests Solving Journey.	10	Experimental	86	Jupyter Notebook
69	kumarpython/Kaggle-Competition Kaggle Competitions I participated using Python	10	Experimental	1	Jupyter Notebook

Comparisons in this category

kaggle-solutions and Data-Science-Competitions (71 vs 44) kaggle-solutions and kaggle_competition_solutions (71 vs 28)