Top 194 kaggle open source projects

Artificial Intelligence Deep Learning Machine Learning Tutorials

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.

Toxic

Toxic Comment Classification Challenge

✭ 253

python machine-learning nlp kaggle

Kaggle Cifar10 Torch7

Code for Kaggle-CIFAR10 competition. 5th place.

✭ 244

lua kaggle

Kaggle airbus ship detection

Kaggle airbus ship detection challenge 21st solution

✭ 238

jupyter-notebook segmentation kaggle

Kaggle Hpa

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

✭ 226

python pytorch kaggle

Nyaggle

Code for Kaggle and Offline Competitions

✭ 209

python machine-learning ml kaggle feature-engineering

Machine Learning

从零基础开始机器学习之旅

✭ 209

python jupyter-notebook deep-learning machine-learning tensorflow awesome nlp pandas ml kaggle sklearn anomalydetection

Lightautoml

LAMA - automatic model creation framework

✭ 196

python pytorch nlp data-science classification pipeline kaggle automl regression feature-engineering automated-machine-learning gradient-boosting stacking

Deep Time Series Prediction

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

✭ 183

python deep-learning pytorch lstm attention kaggle regression seq2seq wavenet

Girls In Ai

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

✭ 2,309

Jupyter Notebook jupyter-notebook deep-learning machine-learning kaggle girl

Deeptoxic

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

✭ 180

jupyter-notebook deep-learning pytorch tutorial keras natural-language-processing kaggle pos

Chefboost

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

✭ 176

python machine-learning data-science data-mining kaggle random-forest cart decision-trees gradient-boosting

Lightgbm

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.

✭ 13,293

python r C++c Cuda shell machine-learning distributed microsoft data-mining parallel kaggle lightgbm decision-trees gradient-boosting gbdt gbm gbrt

Kaggle Competition Favorita

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

✭ 169

python deep-learning machine-learning keras cnn lstm time-series kaggle lightgbm

Competition Baseline

数据科学竞赛知识、代码、思路

✭ 2,553

Jupyter Notebook python deep-learning data-science kaggle data-competition

Open Solution Data Science Bowl 2018

Open solution to the Data Science Bowl 2018

✭ 159

python python3 deep-learning machine-learning data-science open-source image-processing segmentation kaggle medical-imaging unet

Machine Learning Workflow With Python

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

✭ 157

python jupyter-notebook machine-learning data-visualization workflow machine-learning-algorithms kaggle feature-extraction feature-engineering courses kaggle-competition data-cleaning gradient-boosting kmeans

Human Action Recognition With Keras

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

✭ 156

python deep-learning keras convolutional-neural-networks kaggle

Open Solution Toxic Comments

Open solution to the Toxic Comment Classification Challenge

✭ 154

python python3 deep-learning machine-learning nlp data-science pipeline kaggle prediction challenge kaggle-competition competition

Pins

Pin, Discover and Share Resources

✭ 149

r github azure rstats storage s3 kaggle datasets

Data Analysis

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。

✭ 142

python3 jupyter-notebook data-analysis numpy pandas matplotlib kaggle sklearn scipy

Outbrain Click Prediction Kaggle

Solution to the Outbrain Click Prediction competition

✭ 140

python kaggle xgboost

Benchmarks

Comparison tools

✭ 139

jupyter-notebook gpu classification benchmark kaggle regression xgboost quality comparison speed lightgbm h2o

Kaggle Crowdflower

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

✭ 1,708

C++python Logos Yacc perl TeX nlp natural-language-processing kaggle search-relevance semantic-matching kaggle-crowdflower kaggle-competetion relevance-competition

Kaggle Humpback

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

✭ 135

python pytorch kaggle

Kaggle

Code for Kaggle Competitions

✭ 128

python kaggle

Pytorch Speech Commands

Speech commands recognition with PyTorch

✭ 128

python deep-learning pytorch neural-network classification speech-recognition resnet kaggle densenet cifar10 resnext

Kaggle Web Traffic

1st place solution

✭ 1,641

Jupyter Notebook python tensorflow time-series rnn kaggle seq2seq timeseries cudnn rnn-encoder-decoder kaggle-web-traffic cocob

Ml Dl Scripts

The repository provides usefull python scripts for ML and data analysis

✭ 119

python jupyter-notebook deep-learning machine-learning nlp statistics classification deployment ml clustering machine-learning-algorithms kaggle text-analysis

Kaggle Airbnb Recruiting New User Bookings

2nd Place Solution in Kaggle Airbnb New User Bookings competition

✭ 118

r kaggle kaggle-competition

Ml Fraud Detection

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

✭ 117

python jupyter-notebook machine-learning deep-neural-networks kaggle logistic-regression

Dogbreed gluon

kaggle Dog Breed Identification

✭ 116

jupyter-notebook deep-learning transfer-learning kaggle gluon

Ds bowl 2018

Kaggle Data Science Bowl 2018

✭ 116

python3 jupyter-notebook docker pytorch dockerfile gpu kaggle unet vgg16

Kaggle Houseprices

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

✭ 113

python jupyter-notebook machine-learning data-science kaggle

Crypto

Cryptocurrency Historical Market Data R Package

✭ 112

r cryptocurrency dataset crypto kaggle cran open-data cryptocurrencies financial market-data

Kaggle Freesound Audio Tagging

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

✭ 111

python deep-learning kaggle

Dog Breeds Classification

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

✭ 105

jupyter-notebook deep-learning tensorflow kaggle inception

Kaggle Dogs Vs Cats Caffe

Kaggle dogs vs cats solution in Caffe

✭ 105

python deep-learning benchmark caffe kaggle

Dataminingnotesandpractice

记录我学习数据挖掘过程的笔记和见到的奇技，持续更新～

✭ 103

jupyter-notebook kaggle machinelearning

Segmentation

Tensorflow implementation : U-net and FCN with global convolution

✭ 101

python tensorflow computer-vision classification segmentation semantic-segmentation kaggle autoencoder unet kaggle-competition fcn fully-convolutional-networks

Kaggle Past Solutions

A searchable compilation of Kaggle past solutions

✭ 1,372

html awesome data-science kaggle

D2l En

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

✭ 11,837

python TeX HTML deep-learning machine-learning pytorch tensorflow computer-vision data-science keras natural-language-processing book notebook mxnet kaggle

Kaggle Global Wheat Detection

9th Place Solution of Kaggle Global Wheat Detection

✭ 91

python deep-learning computer-vision object-detection kaggle

Spark python ml examples

Spark 2.0 Python Machine Learning examples

✭ 87

python machine-learning aws spark kaggle pyspark

Deep Learning Boot Camp

A community run, 5-day PyTorch Deep Learning Bootcamp

✭ 1,270

python jupyter-notebook deep-learning machine-learning pytorch data-science docker-image gpu cuda nvidia kaggle pytorch-tutorial meetup kaggle-competition pytorch-tutorials

Kaggle Competitions

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.

✭ 86

python jupyter-notebook machine-learning data-science classification kaggle feature-extraction feature-engineering kaggle-competition exploratory-data-analysis

Pytorch zoo

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

✭ 84

python machine-learning pytorch kaggle

Facial Expression Recognition

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

✭ 82

python deep-learning keras convolutional-neural-networks kaggle

Kaggle Airbus Ship Detection Challenge

Oriented SSD for "Kaggle Airbus Ship Detection Challenge"

✭ 78

python pytorch kaggle

Kaggle Notebooks

Sample notebooks for Kaggle competitions

✭ 77

jupyter-notebook tutorial kaggle kaggle-competition

Mlbox

MLBox is a powerful Automated Machine Learning python library.