Data Science Competition Wins ML Frameworks

Solutions and winning approaches from machine learning competitions, hackathons, and data science challenges across various platforms (Kaggle, DACON, Analytics Vidhya, etc.). Does NOT include general competition datasets, tutorial implementations, or educational coursework without competitive context.

There are 60 data science competition wins frameworks tracked. The highest-rated is IliaLarchenko/behavior-1k-solution at 49/100 with 254 stars.

Get all 60 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=data-science-competition-wins&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Framework Score Tier
1 IliaLarchenko/behavior-1k-solution

1st place solution of 2025 BEHAVIOR Challenge
49
Emerging
2 ShusenTang/BDC2019

2019中国高校计算机大赛——大数据挑战赛 第三名解决方案
46
Emerging
3 fire717/hualubei2020-callingsmoking

2020中国华录杯·数据湖算法大赛—定向算法赛（吸烟打电话检测）决赛第二名开源
42
Emerging
4 aasu14/Data-Science-Hackathon-And-Competition

Grandmaster in MachineHack (3rd Rank Best) | Top 70 in AnalyticsVidya &...
42
Emerging
5 rbouadjenek/deakin-ai-challenge2023

The Deakin Simpsons challenge 2023 is a computer vision competition that is...
39
Emerging
6 seculayer/AutoAPE-challenge2

Kaggle 2차년도(2021)
39
Emerging
7 seculayer/AutoAPE-challenge3

Kaggle 3차년도(2022)
38
Emerging
8 FarrelAD/Tim-Maju-Lancar-Datathon-Jatim-2025

A repository that contain our data analysis in competition Datathon Jatim...
37
Emerging
9 imqxms/2021_bytedance_security_ai_track1_open

🏅 2021 字节跳动安全 AI 挑战赛赛道 7th 基于文本和多模态数据的风险识别（色情导流用户识别）
36
Emerging
10 affjljoo3581/Samsung-AI-Challenge-for-Scientific-Discovery

🥇Samsung AI Challenge 2021 1등 솔루션입니다🥇
36
Emerging
11 affjljoo3581/Job-Recommend-Competition

🥇KNOW기반 직업 추천 알고리즘 경진대회 1등 솔루션입니다🥇
34
Emerging
12 aliencaocao/TIL-2024

Finalist at Brainhack TIL 2024: Team 12000SGDPLUSHIE
33
Emerging
13 reibena/NUS-Datathon-2024

Predicting Singlife Clients' Purchasing Behaviors With Python: Won 2nd Place...
32
Emerging
14 elvanselvano/cybertrend-datathon

Submission for Cybertrend Datathon 2021
30
Emerging
15 siwooyong/LG-AI-Challenge-for-Plant-Classification

🥇 LG-AI-Challenge 2022 1위 솔루션 입니다.
29
Experimental
16 BowlOfBaifan/NUS-Datathon-2026-DataX-Finalist-

Submission for NUS Datathon 2026. This project analyzes GradSingapore survey...
29
Experimental
17 Idanlau/Art_Price_Prediction_Model

Competition result: Won 2nd place at Cloudera and AMD Applied ML 2023 Hackathon
29
Experimental
18 aryashah2k/SASBitathon-WinningSolution

1st Place solution for the SAS | GIM Bitathon, an annual Data Science...
28
Experimental
19 WinterSchool2026/00-challenges-overview

This repository serves as the central hub for all challenge material of the...
28
Experimental
20 ashutoshjoshi23/aadhar

UIDAI Hackathon 2026
28
Experimental
21 aspeers/pogchamps3

It's Corn (PogChamps #3) Kaggle Competition 1st Place Winning Solution
28
Experimental
22 rafjaa/KDD-BR-2018

Winning solution of the Kaggle KDD BR 2018 machine learning competition
27
Experimental
23 Bwhiz/Winning-Solution-to-the-DataFestAfrica22-Datathon

This contains my team's winning solution to DataFestAfrica 2022 Datathon competition.
27
Experimental
24 oublalkhalid/MoroccoAI-Data-Challenge-Nvidia-ANRT-MoroccoAI

MoroccoAI Challenge - This paper won the Nvidia - ANRT - MoroccoAI...
27
Experimental
25 acp-io/2022-Datathon-SAA-Challenge

This is the Swiss Association of Actuaries (SAA) challenge for the 2022...
26
Experimental
26 Abhishekmamidi123/Supervised-Modeling-with-Emphasis-on-LAUC

American Express Artificial Intelligence Challenge - Problem 2. Rank: 36 out...
26
Experimental
27 leffff/AI-IJC

1st place solution to AI IJC Customer Service task
25
Experimental
28 berksudan/TUM-Analytics-Cup-2022-Winner-Versed-Chimpanzee

Our team (Versed Chimpanzee) came first among 340 people and 148 registered...
25
Experimental
29 asifhaider/Biomed-Datathon-2024

Third place winning solution notebooks and presentation slide by team Cookie...
25
Experimental
30 yk4r2/idao_22

IDAO-2022 semi-final solution from NESCafe Gold 3in1 team.
25
Experimental
31 TyphoonCoder2007/UIDAI_DATA_HACKATHON_2026_NIRMALYAGHOSH

🏆 UIDAI Data Hackathon 2026 | Advanced Analytics Pipeline for Aadhaar...
25
Experimental
32 anu0012/Edelweiss-Hackathon-Machine-Learning

Edelweiss Hackathon-Machine Learning on HackerEarth
25
Experimental
33 Task-4-Developers/skyhacks2019

🎪📈 AI oriented hackaton. The models learn to detect objects and classify...
23
Experimental
34 ds-wook/ai-hackathon

🏆데이콘 AI해커톤 대회 우수상 솔루션🏆
22
Experimental
35 anu0012/American-Express-AI-Challenge

American Express Artificial Intelligence Challenge
22
Experimental
36 ds-wook/Riiid

🥈78th place in Riiid solution🥈
22
Experimental
37 SelinaGu2007/Rice-Datathon-2026

End-to-end ML pipeline for the 2026 Rice Datathon: RevPAR prediction,...
22
Experimental
38 ds-wook/Indoor-Location-Navigation

🥉72nd place in Indoor-Location-Navigation solution🥉
21
Experimental
39 maj34/2020-DACON-Inconvenience-Analysis-Competition

[ 공모전 ] LG 시스템 품질 변화로 인한 사용자 불편 예지 AI 경진대회
21
Experimental
40 DURUII/Contest-DingTalkCup2023-A

🗑️2023年第二届“钉钉杯”大学生大数据挑战赛——智能手机用户监测数据分析
20
Experimental
41 mhd-medfa/NoisyStudent-Based-Object-Recognition

3rd place solution
20
Experimental
42 chesterXalan/Competition-AICUP2023-MultimodalClassificationOfVoicePathology

Source code from 2023 AI CUP Competition on Multimodal Classification of...
18
Experimental
43 Kenzie-lim/youth-isolation-analysis

Predictive analysis on isolated youth in Seoul — NIA Director's Award, 2023
14
Experimental
44 maj34/2022-BigContest

[ 공모전 ] 다각적 모델을 활용한 대출 신청 여부 예측과 고객 군집 별 서비스 메시지 제안 : 이상치 탐지, 머신러닝, 딥러닝 모델
13
Experimental
45 maj34/2020-DACON-Psychological-Competition

[ 공모전 ] 심리 성향 예측 AI 경진대회
13
Experimental
46 maj34/2021-KOTRA

[ 공모전 ] 코트라 데이터활용 빅데이터 분석 경진대회
13
Experimental
47 eliazonta/AI-Challenge-HIT-2022

Public AI Challenge - Team 10 repository - MeteoTrentino
12
Experimental
48 zeegithubsc/JOB-A-THON-Health-Insurance-Lead-Prediction

Rank 71 solution (private leaderboard) for Analytics Vidhya JOB-A-THON...
11
Experimental
49 zeegithubsc/Intel-Scene-Classification-Challenge

Rank 25 solution (private leaderboard) for Analytics Vidhya Intel Scene...
11
Experimental
50 zeegithubsc/Capillary-Machine-Learning-Hackathon

Rank 34 solution (private leaderboard) for Analytics Vidhya Capillary...
11
Experimental
51 chesterXalan/Competition-AICUP2022-CropStatusMonitoringByImageRecognition

Source code from 2022 AI CUP Competition on Crop Status Monitoring by Image...
11
Experimental
52 hariprasath-v/Machinehack-Data-Centric-AI-Competition-2023

Build machine learning model to predict the character of each image.
11
Experimental
53 zeegithubsc/Game-of-Deep-Learning-Computer-Vision-Hackathon

Rank 43 solution (private leaderboard) for Analytics Vidhya Game of Deep...
11
Experimental
54 FatimeNazliAs/Datathon2024

Datathon 2024 Kaggle Competition
11
Experimental
55 fariduca/ediss-hackathon2024

EDISS Winter School 2024 Hackathon
11
Experimental
56 afsanamimii/Robi-Datathon-2.0

The Datathon competition was organized by the country’s leading digital...
11
Experimental
57 Mingxin-Sun/National-Award-Report

第十三届全国大学生市场调查与分析大赛国家一等奖报告：乡村振兴战略与一县一品项目推动下彝良小草坝天麻品牌建设与营销推广的探索分析
11
Experimental
58 AnuragMishra2311/EY_TECHATHON

Repo for EY Techathon 2021 #iSolve4aBillion challenge. We were among top 25...
10
Experimental
59 yugwangyeol/2022-BigContest

[Competition] 2022 Big-Contest 정형 데이터 분석 분야, 다각적 모델을 활용한 대출 신청 여부 예측과 고객 군집...
10
Experimental
60 ibrahimhabibeg/ariel-2025

Solution for the 48th place (Silver Medal) in the NeurIPS - Ariel Data Challenge 2025
10
Experimental

Comparisons in this category

AutoAPE-challenge2 and AutoAPE-challenge3 (39 vs 38)