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The Top 1,214 Kaggle Open Source Projects on Github

Categories > Companies > Kaggle
Data Science Ipython Notebooks ⭐ 21,791
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 ⭐ 13,407
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 ⭐ 12,293
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
Interview ⭐ 7,237
Interview = 简历指南 + LeetCode + Kaggle
Deeplearning ⭐ 6,819
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Catboost ⭐ 6,318
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.
Pytorch Unet ⭐ 4,752
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,990
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 ⭐ 2,582
数据科学竞赛知识、代码、思路
Girls In Ai ⭐ 2,134
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 ⭐ 1,708
1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.
Kaggle Web Traffic ⭐ 1,402
1st place solution
Kaggle Solutions ⭐ 1,299
🏅 Collection of Kaggle Solutions and Ideas 🏅
Kaggle Past Solutions ⭐ 1,292
A searchable compilation of Kaggle past solutions
Mlbox ⭐ 1,242
MLBox is a powerful Automated Machine Learning python library.
Pytorch Toolbelt ⭐ 1,179
PyTorch extensions for fast R&D prototyping and Kaggle farming
Tutorials ⭐ 705
CatBoost tutorials repository
Entity Embedding Rossmann ⭐ 694
Kaggle Quora Question Pairs ⭐ 684
Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)
Lightautoml ⭐ 681
LAMA - automatic model creation framework
Kaggler ⭐ 658
Code for Kaggle Data Science Competitions
Hungabunga ⭐ 625
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
Deep Recommender System ⭐ 591
深度学习在推荐系统中的应用及论文小结。
Kaggle_ndsb2017 ⭐ 568
Kaggle datascience bowl 2017
Multi Class Text Classification Cnn Rnn ⭐ 554
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
Dogs_vs_cats ⭐ 549
猫狗大战
Data Science Competitions ⭐ 501
Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).
Kaggle Homedepot ⭐ 454
3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.
D2l Vn ⭐ 441
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.
Dfdc_deepfake_challenge ⭐ 431
A prize winning solution for DFDC challenge
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
Kaggle Imaterialist ⭐ 406
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
Open Solution Home Credit ⭐ 400
Open solution to the Home Credit Default Risk challenge 🏡
Rgf ⭐ 354
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.
Amazon Forest Computer Vision ⭐ 353
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
Tgs Salt Identification Challenge 2018 _4th_place_solution ⭐ 334
Kaggle TGS Salt Identification Challenge 2018 4th place code
Open Solution Mapping Challenge ⭐ 316
Open solution to the Mapping Challenge 🌎
Chefboost ⭐ 296
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
Awesome Noah ⭐ 290
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)
Deep Time Series Prediction ⭐ 287
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
Argus Freesound ⭐ 266
Kaggle | 1st place solution for Freesound Audio Tagging 2019
Pytorch Kaggle Starter ⭐ 258
Pytorch starter kit for Kaggle competitions
Kaggle Carvana Image Masking Challenge ⭐ 253
Painters ⭐ 251
🎨 Winning solution for the Painter by Numbers competition on Kaggle
Toxic ⭐ 243
Toxic Comment Classification Challenge
Tensorflow Xnn ⭐ 241
Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.
Kaggle Cifar10 Torch7 ⭐ 241
Code for Kaggle-CIFAR10 competition. 5th place.
Data Science Projects ⭐ 232
DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.
Nyaggle ⭐ 223
Code for Kaggle and Offline Competitions
Pins ⭐ 219
Pin, Discover and Share Resources
Kaggle_airbus_ship_detection ⭐ 207
Kaggle airbus ship detection challenge 21st solution
Kaggle Hpa ⭐ 205
Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.
Machine Learning ⭐ 196
从零基础开始机器学习之旅
Deeptoxic ⭐ 166
top 1% solution to toxic comment classification challenge on Kaggle.
Open Solution Data Science Bowl 2018 ⭐ 159
Open solution to the Data Science Bowl 2018
Data Analysis ⭐ 155
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。
Open Solution Toxic Comments ⭐ 152
Open solution to the Toxic Comment Classification Challenge
Human Action Recognition With Keras ⭐ 145
Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)
Kaggle Competition Favorita ⭐ 138
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
Outbrain Click Prediction Kaggle ⭐ 134
Solution to the Outbrain Click Prediction competition
Kaggle ⭐ 128
Code for Kaggle Competitions
Benchmarks ⭐ 123
Comparison tools
Kaggle Humpback ⭐ 121
Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.
Dogbreed_gluon ⭐ 115
kaggle Dog Breed Identification
Kaggle Airbnb Recruiting New User Bookings ⭐ 114
2nd Place Solution in Kaggle Airbnb New User Bookings competition
Ds_bowl_2018 ⭐ 112
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)
Ml Dl Scripts ⭐ 106
The repository provides usefull python scripts for ML and data analysis
Kaggle Quora Question Pairs ⭐ 106
My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).
How To Score 0.8134 In Titanic Kaggle Challenge ⭐ 105
Solution of the Titanic Kaggle competition
Kaggle Global Wheat Detection ⭐ 104
9th Place Solution of Kaggle Global Wheat Detection
Crypto ⭐ 104
Cryptocurrency Historical Market Data R Package
Kaggle Dogs Vs Cats Caffe ⭐ 103
Kaggle dogs vs cats solution in Caffe
Pytorch Speech Commands ⭐ 98
Speech commands recognition with PyTorch
Kaggle Notebooks ⭐ 96
Sample notebooks for Kaggle competitions
Dog Breeds Classification ⭐ 96
Set of scripts and data for reproducing dog breed classification model training, analysis, and inference.
Kaggle Code ⭐ 95
A repository for some of the code I used in kaggle data science & machine learning tasks.
Segmentation ⭐ 94
Tensorflow implementation : U-net and FCN with global convolution
30 Days Of Ml Kaggle ⭐ 93
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.
Ml Fraud Detection ⭐ 93
Credit card fraud detection through logistic regression, k-means, and deep learning.
Ml Resource ⭐ 92
A concise resource repository for machine learning
Dataminingnotesandpractice ⭐ 88
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 Houseprices ⭐ 88
Kaggle Kernel for House Prices competition https://www.kaggle.com/massquantity/all-you-need-is-pca-lb-0-11421-top-4
Kaggle Satellite Imagery Feature Detection ⭐ 87
9th place solution in "Dstl Satellite Imagery Feature Detection"
Sagan ⭐ 87
Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network
Kaggle Recruit Restaurant ⭐ 86
🏆 Kaggle 8th place solution
Data Science Hackathon And Competition ⭐ 84
Grandmaster in MachineHack (3rd Rank Best) | Top 70 in AnalyticsVidya & Zindi | Expert at Kaggle | Hack AI
Facial Expression Recognition ⭐ 84
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
Torchflare ⭐ 82
TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.
Spark_python_ml_examples ⭐ 81
Spark 2.0 Python Machine Learning examples
Sklearn Feature Engineering ⭐ 78
使用sklearn做特征工程
D2l Java ⭐ 77
The Java implementation of Dive into Deep Learning (D2L.ai)
Covid 19 Casestudy And Predictions ⭐ 76
This repository is a case study, analysis and visualization of COVID-19 Pandemic spread along with prediction models.
Spark_scala_ml_examples ⭐ 75
Spark 2.0 Scala Machine Learning examples
Imaterialist Furniture 2018 ⭐ 75
Kaggle competition
Argus Tgs Salt ⭐ 74
Kaggle | 14th place solution for TGS Salt Identification Challenge
Xgboost_ray ⭐ 73
Distributed XGBoost on Ray
Autogbt Alt ⭐ 73
An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
Data Science Notebooks ⭐ 70
Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.
Allstate_capstone ⭐ 69
Allstate Kaggle Competition ML Capstone Project
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