The Top 107 Kaggle Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 107 Kaggle Open Source Projects

Categories > Companies > Kaggle

Data Science Ipython Notebooks ⭐ 20,952

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Lightgbm ⭐ 12,417

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

D2l En ⭐ 9,515

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

Interview ⭐ 6,899

Interview = 简历指南 + LeetCode + Kaggle

Catboost ⭐ 5,805

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Deeplearning ⭐ 4,948

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Pytorch Unet ⭐ 3,768

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,740

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Girls In Ai ⭐ 2,116

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

Competition Baseline ⭐ 1,978

数据科学竞赛各种baseline代码、思路分享

Kaggle Crowdflower ⭐ 1,696

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

Kaggle Web Traffic ⭐ 1,573

1st place solution

Kaggle Past Solutions ⭐ 1,378

A searchable compilation of Kaggle past solutions

Deep Learning Boot Camp ⭐ 1,270

A community run, 5-day PyTorch Deep Learning Bootcamp

Mlbox ⭐ 1,208

MLBox is a powerful Automated Machine Learning python library.

My Journey In The Data Science World ⭐ 1,175

📢 Ready to learn or review your knowledge!

Pytorch Toolbelt ⭐ 978

PyTorch extensions for fast R&D prototyping and Kaggle farming

Face Mask Detection ⭐ 808

Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

Entity Embedding Rossmann ⭐ 766

Kaggle Quora Question Pairs ⭐ 709

Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)

Deep Recommender System ⭐ 666

深度学习在推荐系统中的应用及论文小结。

Kaggler ⭐ 619

Code for Kaggle Data Science Competitions

Hungabunga ⭐ 614

HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!

Kaggle_ndsb2017 ⭐ 600

Kaggle datascience bowl 2017

Tutorials ⭐ 588

CatBoost tutorials repository

Data Science Competitions ⭐ 575

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

Dogs_vs_cats ⭐ 574

Multi Class Text Classification Cnn Rnn ⭐ 571

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Kaggle Homedepot ⭐ 453

3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.

Kaggle Imaterialist ⭐ 451

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

Machinejs ⭐ 412

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

Một cuốn sách tương tác về học sâu có mã nguồn, toán và thảo luận. Đề cập đến nhiều framework phổ biến (TensorFlow, Pytorch & MXNet) và được sử dụng tại 175 trường Đại học.

Open Solution Home Credit ⭐ 399

Open solution to the Home Credit Default Risk challenge 🏡

Data Science Projects ⭐ 370

DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.

Dfdc_deepfake_challenge ⭐ 362

A prize winning solution for DFDC challenge

Amazon Forest Computer Vision ⭐ 350

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

Tgs Salt Identification Challenge 2018 _4th_place_solution ⭐ 334

Kaggle TGS Salt Identification Challenge 2018 4th place code

Open Solution Mapping Challenge ⭐ 294

Open solution to the Mapping Challenge 🌎

Awesome Noah ⭐ 289

AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)

Pytorch Kaggle Starter ⭐ 269

Pytorch starter kit for Kaggle competitions

Argus Freesound ⭐ 267

Kaggle | 1st place solution for Freesound Audio Tagging 2019

Kaggle Carvana Image Masking Challenge ⭐ 259

Painters ⭐ 258

🎨 Winning solution for the Painter by Numbers competition on Kaggle.

Toxic Comment Classification Challenge

Kaggle Cifar10 Torch7 ⭐ 244

Code for Kaggle-CIFAR10 competition. 5th place.

Kaggle_airbus_ship_detection ⭐ 243

Kaggle airbus ship detection challenge 21st solution

Lightautoml ⭐ 236

LAMA - automatic model creation framework

Kaggle Hpa ⭐ 231

Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.

Nyaggle ⭐ 210

Code for Kaggle and Offline Competitions

Machine Learning ⭐ 209

从零基础开始机器学习之旅

Deep Time Series Prediction ⭐ 197

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

Chefboost ⭐ 184

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python

Deeptoxic ⭐ 181

top 1% solution to toxic comment classification challenge on Kaggle.

Kaggle Competition Favorita ⭐ 174

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

Open Solution Data Science Bowl 2018 ⭐ 159

Open solution to the Data Science Bowl 2018

Machine Learning Workflow With Python ⭐ 157

This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation

Human Action Recognition With Keras ⭐ 155

Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)

Open Solution Toxic Comments ⭐ 154

Open solution to the Toxic Comment Classification Challenge

Pin, Discover and Share Resources

Data Analysis ⭐ 143

主要是爬虫与数据分析项目总结，外加建模与机器学习，模型的评估。

Benchmarks ⭐ 141

Comparison tools

Outbrain Click Prediction Kaggle ⭐ 140

Solution to the Outbrain Click Prediction competition

Kaggle Humpback ⭐ 136

Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.

Pytorch Speech Commands ⭐ 129

Speech commands recognition with PyTorch

Code for Kaggle Competitions

Ml Dl Scripts ⭐ 120

The repository provides usefull python scripts for ML and data analysis

Ml Fraud Detection ⭐ 120

Credit card fraud detection through logistic regression, k-means, and deep learning.

Kaggle Airbnb Recruiting New User Bookings ⭐ 118

2nd Place Solution in Kaggle Airbnb New User Bookings competition

Dogbreed_gluon ⭐ 116

kaggle Dog Breed Identification

Ds_bowl_2018 ⭐ 116

Kaggle Data Science Bowl 2018

Cryptocurrency Historical Market Data R Package

Kaggle Houseprices ⭐ 113

Kaggle Kernel for House Prices competition https://www.kaggle.com/massquantity/all-you-need-is-pca-lb-0-11421-top-4

Kaggle Freesound Audio Tagging ⭐ 111

8th place solution (on Kaggle) to the Freesound General-Purpose Audio Tagging Challenge (DCASE 2018 - Task 2)

Dog Breeds Classification ⭐ 107

Set of scripts and data for reproducing dog breed classification model training, analysis, and inference.

Kaggle Dogs Vs Cats Caffe ⭐ 105

Kaggle dogs vs cats solution in Caffe

Dataminingnotesandpractice ⭐ 104

记录我学习数据挖掘过程的笔记和见到的奇技，持续更新～

Segmentation ⭐ 102

Tensorflow implementation : U-net and FCN with global convolution

Kaggle Global Wheat Detection ⭐ 92

9th Place Solution of Kaggle Global Wheat Detection

Spark_python_ml_examples ⭐ 87

Spark 2.0 Python Machine Learning examples

Kaggle Competitions ⭐ 86

There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.

Pytorch_zoo ⭐ 86

A collection of useful modules and utilities (especially helpful for kaggling) not available in Pytorch

Facial Expression Recognition ⭐ 83

Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge

Kaggle Notebooks ⭐ 83

Sample notebooks for Kaggle competitions

Kaggle Airbus Ship Detection Challenge ⭐ 80

Oriented SSD for "Kaggle Airbus Ship Detection Challenge"

Allstate_capstone ⭐ 73

Allstate Kaggle Competition ML Capstone Project

Home Credit Default Risk ⭐ 69

Default risk prediction for Home Credit competition - Fast, scalable and maintainable SQL-based feature engineering pipeline

Kaggle Quora Insincere Questions Classification ⭐ 67

Kaggle新赛(baseline)-基于BERT的fine-tuning方案+基于tensor2tensor的Transformer Encoder方案

Kaggle Coupon Purchase Prediction ⭐ 61

Code for RECRUIT Challenge. 5th place.

Fraud Detection ⭐ 61

Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook

Avito Duplicates Kaggle ⭐ 58

Solution for Avito Duplicate Ads Detection competition

Data Science Bowl 2018 ⭐ 56

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

Lung Diseases Classifier ⭐ 52

Diseases Detection from NIH Chest X-ray data

🏁 API client for Kaggle

Bert Toxicity Classification ⭐ 46

bert on Jigsaw Unintended Bias in Toxicity Classification

Kaggle Ndsb ⭐ 45

Code for National Data Science Bowl. 10th place.

Kaggle Seizure Prediction ⭐ 44

solution for the American Epilepsy Society Seizure Prediction Challenge

Ml_competition_platform ⭐ 43

Kaggle-like machine learning competition platform

Healthcheck ⭐ 38

Health Check ✔ is a Machine Learning Web Application made using Flask that can predict mainly three diseases i.e. Diabetes, Heart Disease, and Cancer.

Machinelearningcourse ⭐ 36

A collection of notebooks of my Machine Learning class written in python 3

1-100 of 107 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210