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The Top 111 Kaggle Open Source Projects

Categories > Companies > Kaggle
Data Science Ipython Notebooks ⭐ 21,378
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 ⭐ 12,796
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 ⭐ 10,548
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Interview ⭐ 7,040
Interview = 简历指南 + LeetCode + Kaggle
Catboost ⭐ 5,976
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 ⭐ 5,528
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Pytorch Unet ⭐ 4,198
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,845
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.
Competition Baseline ⭐ 2,239
数据科学竞赛知识、代码、思路
Girls In Ai ⭐ 2,200
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 ⭐ 1,704
1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.
Kaggle Web Traffic ⭐ 1,613
1st place solution
Kaggle Past Solutions ⭐ 1,393
A searchable compilation of Kaggle past solutions
Deep Learning Boot Camp ⭐ 1,275
A community run, 5-day PyTorch Deep Learning Bootcamp
Mlbox ⭐ 1,235
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 ⭐ 1,055
PyTorch extensions for fast R&D prototyping and Kaggle farming
Face Mask Detection ⭐ 945
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
Entity Embedding Rossmann ⭐ 782
Kaggle Quora Question Pairs ⭐ 717
Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)
Deep Recommender System ⭐ 697
深度学习在推荐系统中的应用及论文小结。
Kaggler ⭐ 668
Code for Kaggle Data Science Competitions
Tutorials ⭐ 635
CatBoost tutorials repository
Hungabunga ⭐ 625
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
Kaggle_ndsb2017 ⭐ 604
Kaggle datascience bowl 2017
Data Science Competitions ⭐ 594
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 ⭐ 581
猫狗大战
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.
Lightautoml ⭐ 490
LAMA - automatic model creation framework
Kaggle Imaterialist ⭐ 461
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
Kaggle Homedepot ⭐ 457
3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.
D2l Vn ⭐ 439
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.
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
Data Science Projects ⭐ 405
DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.
Open Solution Home Credit ⭐ 398
Open solution to the Home Credit Default Risk challenge 🏡
Dfdc_deepfake_challenge ⭐ 397
A prize winning solution for DFDC challenge
Amazon Forest Computer Vision ⭐ 353
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
Rgf ⭐ 347
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 ⭐ 311
Open solution to the Mapping Challenge 🌎
Awesome Noah ⭐ 296
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 ⭐ 281
Pytorch starter kit for Kaggle competitions
Argus Freesound ⭐ 278
Kaggle | 1st place solution for Freesound Audio Tagging 2019
Kaggle Solutions ⭐ 269
🏅 Collection of Kaggle Solutions and Ideas 🏅
Painters ⭐ 264
🎨 Winning solution for the Painter by Numbers competition on Kaggle.
Chefboost ⭐ 263
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
Kaggle Carvana Image Masking Challenge ⭐ 260
Toxic ⭐ 256
Toxic Comment Classification Challenge
Kaggle_airbus_ship_detection ⭐ 248
Kaggle airbus ship detection challenge 21st solution
Kaggle Cifar10 Torch7 ⭐ 245
Code for Kaggle-CIFAR10 competition. 5th place.
Kaggle Hpa ⭐ 244
Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.
Deep Time Series Prediction ⭐ 226
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
Nyaggle ⭐ 214
Code for Kaggle and Offline Competitions
Machine Learning ⭐ 213
从零基础开始机器学习之旅
Kaggle Competition Favorita ⭐ 183
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
Deeptoxic ⭐ 181
top 1% solution to toxic comment classification challenge on Kaggle.
Pins ⭐ 173
Pin, Discover and Share Resources
Human Action Recognition With Keras ⭐ 161
Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)
Open Solution Data Science Bowl 2018 ⭐ 160
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 ⭐ 153
Open solution to the Toxic Comment Classification Challenge
Data Analysis ⭐ 150
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。
Outbrain Click Prediction Kaggle ⭐ 143
Solution to the Outbrain Click Prediction competition
Pytorch Speech Commands ⭐ 142
Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge
Benchmarks ⭐ 141
Comparison tools
Kaggle Humpback ⭐ 138
Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.
Kaggle ⭐ 128
Code for Kaggle Competitions
Ml Dl Scripts ⭐ 127
The repository provides usefull python scripts for ML and data analysis
Ml Fraud Detection ⭐ 125
Credit card fraud detection through logistic regression, k-means, and deep learning.
Crypto ⭐ 124
Cryptocurrency Historical Market Data R Package
Kaggle Airbnb Recruiting New User Bookings ⭐ 119
2nd Place Solution in Kaggle Airbnb New User Bookings competition
Dogbreed_gluon ⭐ 116
kaggle Dog Breed Identification
Kaggle Houseprices ⭐ 116
Kaggle Kernel for House Prices competition https://www.kaggle.com/massquantity/all-you-need-is-pca-lb-0-11421-top-4
Ds_bowl_2018 ⭐ 115
Kaggle Data Science Bowl 2018
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 ⭐ 108
Set of scripts and data for reproducing dog breed classification model training, analysis, and inference.
Dataminingnotesandpractice ⭐ 105
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 Global Wheat Detection ⭐ 105
9th Place Solution of Kaggle Global Wheat Detection
Kaggle Dogs Vs Cats Caffe ⭐ 103
Kaggle dogs vs cats solution in Caffe
Segmentation ⭐ 101
Tensorflow implementation : U-net and FCN with global convolution
Kaggle Code ⭐ 93
A repository for some of the code I use in kaggle data science & machine learning tasks.
Kaggle Notebooks ⭐ 91
Sample notebooks for Kaggle competitions
Spark_python_ml_examples ⭐ 87
Spark 2.0 Python Machine Learning examples
Facial Expression Recognition ⭐ 87
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
Pytorch_zoo ⭐ 87
A collection of useful modules and utilities (especially helpful for kaggling) not available in Pytorch
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.
Kaggle Airbus Ship Detection Challenge ⭐ 83
Oriented SSD for "Kaggle Airbus Ship Detection Challenge"
Allstate_capstone ⭐ 73
Allstate Kaggle Competition ML Capstone Project
Torchflare ⭐ 72
TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.
Home Credit Default Risk ⭐ 70
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 ⭐ 61
Solution for Avito Duplicate Ads Detection competition
Fraud Detection ⭐ 61
Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook
Lung Diseases Classifier ⭐ 56
Diseases Detection from NIH Chest X-ray data
Data Science Bowl 2018 ⭐ 56
End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle
Healthcheck ⭐ 50
Health Check ✔ is a Machine Learning Web Application made using Flask that can predict mainly three diseases i.e. Diabetes, Heart Disease, and Cancer.
Kaggler ⭐ 48
🏁 API client for Kaggle
Bert Toxicity Classification ⭐ 47
bert on Jigsaw Unintended Bias in Toxicity Classification
Kaggle Seizure Prediction ⭐ 46
solution for the American Epilepsy Society Seizure Prediction Challenge
1-100 of 111 projects
Advertising 📦 10
All Projects
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
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
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