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The Top 4,457 Kaggle Open Source Projects

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Data Science Ipython Notebooks ⭐ 23,924
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.
most recent commit 4 months ago
D2l En ⭐ 16,330
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 3 days ago
Pytorch Handbook ⭐ 16,243
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友
most recent commit 10 months ago
Lightgbm ⭐ 14,599
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.
dependent packages 365total releases 29most recent commit 3 days agopypi lightgbm} Downloads
Mlcourse.ai ⭐ 8,599
Open Machine Learning Course
most recent commit 16 hours ago
Interview ⭐ 7,840
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
most recent commit a month ago
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit 10 months ago
Catboost ⭐ 6,922
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.
dependent packages 5total releases 59most recent commit 4 days ago
Pytorch Unet ⭐ 6,283
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 19 days ago
Kaggle Api ⭐ 5,032
Official Kaggle API
dependent packages 55total releases 48most recent commit 2 months agopypi kaggle} Downloads
Awesome Machine Learning Cn ⭐ 3,312
机器学习资源大全中文版，包括机器学习领域的框架、库以及软件
most recent commit 3 years ago
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,307
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.
most recent commit a month ago
Competition Baseline ⭐ 3,195
数据科学竞赛知识、代码、思路
most recent commit 2 months ago
Data Competition Topsolution ⭐ 2,847
Data competition Top Solution 数据竞赛top解决方案开源整理
most recent commit 2 years ago
Learn_data_science_in_3_months ⭐ 2,538
This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube
most recent commit 2 years ago
Kaggle Solutions ⭐ 2,351
🏅 Collection of Kaggle Solutions and Ideas 🏅
most recent commit 8 days ago
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
most recent commit 4 years ago
Docker Python ⭐ 2,080
Kaggle Python docker image
most recent commit 7 days ago
Tensorflow Tutorial ⭐ 1,983
Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE
most recent commit 6 years ago
Pandas Videos ⭐ 1,808
Jupyter notebook and datasets from the pandas Q&A video series
most recent commit 9 months ago
Transparent_latent_gan ⭐ 1,807
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
most recent commit 4 years ago
Kaggle Crowdflower ⭐ 1,708
1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.
most recent commit a year ago
Colabcode ⭐ 1,562
Run VSCode (codeserver) on Google Colab or Kaggle Notebooks
total releases 13most recent commit a year ago
Kaggle Web Traffic ⭐ 1,402
1st place solution
most recent commit 4 years ago
Mlbox ⭐ 1,378
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit 3 months ago
Pytorch Toolbelt ⭐ 1,345
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 5total releases 24most recent commit 13 days agopypi pytorch-toolbelt} Downloads
Kaggle Past Solutions ⭐ 1,292
A searchable compilation of Kaggle past solutions
most recent commit 3 years ago
Kaggle Ensemble Guide ⭐ 1,201
Code for the Kaggle Ensembling Guide Article on MLWave
most recent commit 5 years ago
Ternausnet ⭐ 1,008
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
most recent commit 3 months ago
Awesome Bci ⭐ 854
Curated Collection of BCI resources
most recent commit a month ago
Tutorials ⭐ 835
CatBoost tutorials repository
most recent commit 3 months ago
Notebooks ⭐ 771
Set of Jupyter Notebooks linked to Roboflow Blogpost and used in our YouTube videos.
most recent commit 4 days ago
Lightautoml ⭐ 769
LAMA - automatic model creation framework
most recent commit 10 months ago
Entity Embedding Rossmann ⭐ 694
most recent commit 3 years ago
Kaggler ⭐ 692
Code for Kaggle Data Science Competitions
total releases 59most recent commit a year ago
Kaggle Quora Question Pairs ⭐ 684
Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)
most recent commit 5 years ago
Lofo Importance ⭐ 682
Leave One Feature Out Importance
dependent packages 2total releases 12most recent commit 2 months agopypi lofo-importance} Downloads
Kaggle Cli ⭐ 679
(Deprecated, use https://github.com/Kaggle/kaggle-api instead) An unofficial Kaggle command line tool.
total releases 39most recent commit 5 years ago
Transformers Tutorials ⭐ 678
Github repo with tutorials to fine tune transformers for diff NLP tasks
most recent commit 12 days ago
Fastdup ⭐ 666
FastDup is a tool for gaining insights from a large image collection. It can find anomalies, duplicate and near duplicate images, clusters of similaritity, learn the normal behavior and temporal interactions between images. It can be used for smart subsampling of a higher quality dataset, outlier removal, novelty detection of new information to be sent for tagging. FastDup scales to millions of images running on CPU only.
most recent commit 8 days ago
Data Science Competitions ⭐ 661
Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).
most recent commit 3 years ago
Kaggle Titanic ⭐ 656
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.
most recent commit 5 years ago
Hungabunga ⭐ 625
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
most recent commit 3 years ago
Data Science Projects ⭐ 623
DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.
most recent commit 25 days ago
Pythondatascience Collections ⭐ 615
最全数据分析资料汇总（含python、爬虫、数据库、大数据、tableau、统计学等）
most recent commit 2 years ago
Kaggle ⭐ 605
A collection of Kaggle solutions. Not very polished.
most recent commit 4 years ago
Deep Recommender System ⭐ 591
深度学习在推荐系统中的应用及论文小结。
most recent commit 2 years ago
Kaggle_ndsb2017 ⭐ 568
Kaggle datascience bowl 2017
most recent commit 5 years ago
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.
most recent commit 5 years ago
Brain Segmentation Pytorch ⭐ 554
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
most recent commit 3 months ago
Web Traffic Forecasting ⭐ 552
Kaggle | Web Traffic Forecasting 📈
most recent commit 5 years ago
Dogs_vs_cats ⭐ 549
猫狗大战
most recent commit 2 years ago
Ai_competitions ⭐ 539
AI比赛相关信息汇总
most recent commit 12 days ago
Pytorch Best Practice ⭐ 499
A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats
most recent commit 4 years ago
D2l Vi ⭐ 483
Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng trên 300 trường Đại học từ 55 đất nước bao gồm MIT, Stanford, Harvard, và Cambridge.
most recent commit 7 months ago
Kaggle Galaxies ⭐ 474
Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-cha
most recent commit 8 years ago
Kaggle Homedepot ⭐ 454
3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.
most recent commit 4 years ago
Autox ⭐ 431
AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.
total releases 4most recent commit 7 days ago
Dfdc_deepfake_challenge ⭐ 431
A prize winning solution for DFDC challenge
most recent commit a year ago
Interactive Machine Learning List ⭐ 414
A collaborative list of interactive Machine Learning, Deep Learning and Statistics websites
most recent commit 2 months ago
Open Solution Home Credit ⭐ 412
Open solution to the Home Credit Default Risk challenge 🏡
most recent commit 8 months ago
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
dependent packages 1total releases 8most recent commit 6 years agonpm machinejs} Downloads
Youtube 8m Willow ⭐ 410
Kaggle Youtube 8M WILLOW approach
most recent commit 4 years ago
Awesome Data Comp Solution ⭐ 407
数据科学/人工智能比赛解决方案汇总
most recent commit 2 years ago
Kaggle Imaterialist ⭐ 406
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
most recent commit 3 years ago
Lightautoml ⭐ 393
Fast and customizable framework for automatic ML model creation (AutoML)
most recent commit 5 days ago
Multi Class Text Classification Cnn ⭐ 388
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
most recent commit 5 years ago
Learntools ⭐ 385
Tools and tests used in Kaggle Learn exercises
most recent commit 5 days ago
Chefboost ⭐ 381
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
total releases 17most recent commit 16 hours ago
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.
dependent packages 8total releases 28most recent commit a year agopypi rgf-python} Downloads
Amazon Forest Computer Vision ⭐ 353
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
most recent commit 3 years ago
Kcbert ⭐ 344
🤗 Pretrained BERT model & WordPiece tokenizer trained on Korean Comments 한국어 댓글로 프리트레이닝한 BERT 모델과 데이터셋
most recent commit 3 months ago
Tgs Salt Identification ⭐ 340
Kaggle TGS Salt Identification Challenge
most recent commit a year ago
Medium ⭐ 333
Code related to blog posts on my Medium page
most recent commit a year ago
Pylightgbm ⭐ 328
Python binding for Microsoft LightGBM
most recent commit 4 years ago
Kaggle Talkingdata Visualization ⭐ 326
Source code for blog post: Interactive Data Visualization of Geospatial Data using D3.js, DC.js, Leaflet.js and Python
most recent commit 6 years ago
Mlcrate ⭐ 321
A python module of handy tools and functions, mainly for ML and Kaggle
total releases 2most recent commit 2 years ago
Erlemar.github.io ⭐ 321
Data science portfolio
most recent commit a year ago
Open Solution Mapping Challenge ⭐ 316
Open solution to the Mapping Challenge 🌎
most recent commit 2 years ago
Kaggle_criteo_ctr_challenge ⭐ 302
This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。
most recent commit 4 years ago
Kagglebook ⭐ 299
most recent commit 2 years ago
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)
most recent commit 4 years ago
Deep Time Series Prediction ⭐ 287
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
most recent commit a year ago
Ctrnet Tool ⭐ 285
This's the tool for CTR, including FM, FFM, NFFM and so on.
most recent commit 4 years ago
Pyconuk Introtutorial ⭐ 284
practical introduction to pandas and scikit-learn via Kaggle problems - Sept 2014
most recent commit a year ago
My Data Competition Experience ⭐ 271
本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢
most recent commit 2 years ago
Kaggle_salt_bes_phalanx ⭐ 270
Winning solution for the Kaggle TGS Salt Identification Challenge.
most recent commit 3 years ago
Machine Learning For Finance ⭐ 268
Machine Learning for Finance, published by Packt
most recent commit 8 days ago
Argus Freesound ⭐ 266
Kaggle | 1st place solution for Freesound Audio Tagging 2019
most recent commit 2 years ago
Pins R ⭐ 263
Pin, Discover and Share Resources
dependent packages 8total releases 17most recent commit 10 days ago
Pytorch Saltnet ⭐ 259
Kaggle | 9th place single model solution for TGS Salt Identification Challenge
most recent commit 4 years ago
Pytorch Kaggle Starter ⭐ 258
Pytorch starter kit for Kaggle competitions
most recent commit 5 years ago
Kaggle Carvana Image Masking Challenge ⭐ 253
most recent commit 5 years ago
Nyaggle ⭐ 252
Code for Kaggle and Offline Competitions
total releases 17most recent commit 9 months ago
Painters ⭐ 251
🎨 Winning solution for the Painter by Numbers competition on Kaggle
most recent commit 5 years ago
Toxic ⭐ 243
Toxic Comment Classification Challenge
most recent commit 5 years ago
Tensorflow Xnn ⭐ 241
Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.
most recent commit 5 years ago
Kaggle Cifar10 Torch7 ⭐ 241
Code for Kaggle-CIFAR10 competition. 5th place.
most recent commit 7 years ago
Fm_ftrl ⭐ 240
Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition
most recent commit 6 years ago
Kaggle Knowhow ⭐ 218
Kaggle-Knowhow(Korean Ver) 한국분들을 위한 Kaggle 자료 모음입니다
most recent commit 3 years ago
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