The Top 102 Kaggle Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

The Top 102 Kaggle Open Source Projects

Categories > Companies > Kaggle

Data Science Ipython Notebooks ⭐19,834

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 ⭐11,854

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 ⭐8,102

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.

Interview ⭐6,659

Interview = 简历指南 + LeetCode + Kaggle

Catboost ⭐5,537

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 ⭐4,119

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

Pytorch Unet ⭐3,168

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

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐2,601

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 ⭐2,007

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

Kaggle Crowdflower ⭐1,686

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

Competition Baseline ⭐1,671

数据科学竞赛各种baseline代码、思路分享

Kaggle Web Traffic ⭐1,508

1st place solution

Kaggle Past Solutions ⭐1,349

A searchable compilation of Kaggle past solutions

Deep Learning Boot Camp ⭐1,253

A community run, 5-day PyTorch Deep Learning Bootcamp

My Journey In The Data Science World ⭐1,175

📢 Ready to learn or review your knowledge!

MLBox is a powerful Automated Machine Learning python library.

Pytorch Toolbelt ⭐856

PyTorch extensions for fast R&D prototyping and Kaggle farming

Entity Embedding Rossmann ⭐731

Kaggle Quora Question Pairs ⭐698

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

Deep Recommender System ⭐615

深度学习在推荐系统中的应用及论文小结。

Hungabunga ⭐606

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

Code for Kaggle Data Science Competitions

Kaggle_ndsb2017 ⭐594

Kaggle datascience bowl 2017

Multi Class Text Classification Cnn Rnn ⭐567

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

Face Mask Detection ⭐558

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

Dogs_vs_cats ⭐557

Data Science Competitions ⭐545

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

Tutorials ⭐527

CatBoost tutorials repository

Kaggle Homedepot ⭐453

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

Kaggle Imaterialist ⭐442

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

Open Solution Home Credit ⭐391

Open solution to the Home Credit Default Risk challenge 🏡

Amazon Forest Computer Vision ⭐344

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

Tgs Salt Identification Challenge 2018 _4th_place_solution ⭐330

Kaggle TGS Salt Identification Challenge 2018 4th place code

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.

Data Science Projects ⭐318

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

Một cuốn sách tương tác về học sâu với mã nguồn, toán và thảo luận. Đề cập đến nhiều framework phổ biến (TensorFlow, Pytorch & MXNet) và được sử dụng tại 140 trường Đại học.

Dfdc_deepfake_challenge ⭐293

A prize winning solution for DFDC challenge

Awesome Noah ⭐285

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)

Open Solution Mapping Challenge ⭐269

Open solution to the Mapping Challenge 🌎

Pytorch Kaggle Starter ⭐265

Pytorch starter kit for Kaggle competitions

Painters ⭐256

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

Kaggle Carvana Image Masking Challenge ⭐255

Toxic Comment Classification Challenge

Kaggle Cifar10 Torch7 ⭐244

Code for Kaggle-CIFAR10 competition. 5th place.

Argus Freesound ⭐237

Kaggle | 1st place solution for Freesound Audio Tagging 2019

Kaggle_airbus_ship_detection ⭐230

Kaggle airbus ship detection challenge 21st solution

Kaggle Hpa ⭐216

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

Machine Learning ⭐208

从零基础开始机器学习之旅

Deeptoxic ⭐175

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

Code for Kaggle and Offline Competitions

Kaggle Competition Favorita ⭐159

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

Open Solution Data Science Bowl 2018 ⭐157

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

Open Solution Toxic Comments ⭐155

Open solution to the Toxic Comment Classification Challenge

Human Action Recognition With Keras ⭐150

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

Outbrain Click Prediction Kaggle ⭐139

Solution to the Outbrain Click Prediction competition

Chefboost ⭐137

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

Benchmarks ⭐136

Comparison tools

Data Analysis ⭐134

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。

Kaggle Humpback ⭐129

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

Pin, Discover and Share Resources

Code for Kaggle Competitions

Deep Time Series Prediction ⭐126

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

Pytorch Speech Commands ⭐117

Speech commands recognition with PyTorch

Kaggle Airbnb Recruiting New User Bookings ⭐116

2nd Place Solution in Kaggle Airbnb New User Bookings competition

Dogbreed_gluon ⭐116

kaggle Dog Breed Identification

Ds_bowl_2018 ⭐114

Kaggle Data Science Bowl 2018

Kaggle Freesound Audio Tagging ⭐110

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

Kaggle Dogs Vs Cats Caffe ⭐108

Kaggle dogs vs cats solution in Caffe

Ml Fraud Detection ⭐108

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

Kaggle Houseprices ⭐106

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

Dog Breeds Classification ⭐104

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

Ml Dl Scripts ⭐103

The repository provides usefull python scripts for ML and data analysis

Cryptocurrency Historical Market Data R Package

Segmentation ⭐99

Tensorflow implementation : U-net and FCN with global convolution

Dataminingnotesandpractice ⭐98

记录我学习数据挖掘过程的笔记和见到的奇技，持续更新～

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.

Spark_python_ml_examples ⭐85

Spark 2.0 Python Machine Learning examples

Pytorch_zoo ⭐84

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

Facial Expression Recognition ⭐79

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 Airbus Ship Detection Challenge ⭐78

Oriented SSD for "Kaggle Airbus Ship Detection Challenge"

Allstate_capstone ⭐70

Allstate Kaggle Competition ML Capstone Project

Kaggle Global Wheat Detection ⭐70

9th Place Solution of Kaggle Global Wheat Detection

Kaggle Notebooks ⭐67

Sample notebooks for Kaggle competitions

Home Credit Default Risk ⭐65

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

Kaggle Quora Insincere Questions Classification ⭐65

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.

Avito Duplicates Kaggle ⭐57

Solution for Avito Duplicate Ads Detection competition

Fraud Detection ⭐56

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

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 ⭐48

Diseases Detection from NIH Chest X-ray data

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 ⭐43

solution for the American Epilepsy Society Seizure Prediction Challenge

Ml_competition_platform ⭐43

Kaggle-like machine learning competition platform

Machinelearningcourse ⭐34

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

Kaggle Dae ⭐29

kaggleのporto-seguro-safe-driver-prediction, michaelのsolver

Kaggle Web Traffic Time Series Forecasting ⭐28

Solution to Kaggle - Web Traffic Time Series Forecasting

4th Place Home Credit Default Risk ⭐21

Codes and dashboards for 4th place solution for Kaggle's Home Credit Default Risk competition

1-100 of 102 projects