1138 Open source projects that are alternatives of or similar to Data Science 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.

A community run, 5-day PyTorch Deep Learning Bootcamp

Open solution to the Toxic Comment Classification Challenge

MLBox is a powerful Automated Machine Learning python library.

📢 Ready to learn or review your knowledge!

a solution for competition of kaggle `Human or Robot`

Allstate Kaggle Competition ML Capstone Project

Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.

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

Open solution to the Data Science Bowl 2018

Kaggle-like machine learning competition platform

Sample notebooks for Kaggle competitions

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

Comparison tools

Solution to Kaggle - Web Traffic Time Series Forecasting

数据科学竞赛知识、代码、思路

This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.

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

머신러닝/딥러닝(PyTorch, TensorFlow) 전용 도커입니다. 한글 폰트, 한글 자연어처리 패키지(konlpy), 형태소 분석기, Timezone 등의 설정 등을 추가 하였습니다.

Material of the Kaggle Berlin meetup group!

Kaggle | 14th place solution for TGS Salt Identification Challenge

Show how to perform fast retraining with LightGBM in different business cases

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).

CNN histopathologic tumor identifier.

Kaggle을 처음 접하는 사람들을 위한 문서

Kaggle solutions

Kaggle getting started competition examples

A searchable compilation of Kaggle past solutions

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

Solution to the Outbrain Click Prediction competition

LAMA - automatic model creation framework

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

A repository for some of the code I used in kaggle data science & machine learning tasks.

Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-market

Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition

🏁 API client for Kaggle

2nd Place Solution in Kaggle Airbnb New User Bookings competition

Tensorflow implementation : U-net and FCN with global convolution

(117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.

Grandmaster in MachineHack (3rd Rank Best) | Top 70 in AnalyticsVidya & Zindi | Expert at Kaggle | Hack AI

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

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

Top 5th percentile solution to the Kaggle knowledge problem - Bike Sharing Demand

Open solution to the Airbus Ship Detection Challenge

Facial Expression Recognition

Open solution to the Home Credit Default Risk challenge 🏡

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

4th Place Solution for The Hunt for Prohibited Content Competition on Kaggle (http://www.kaggle.com/c/avito-prohibited-content)

7th Place Solution for Jigsaw Unintended Bias in Toxicity Classification on Kaggle

Kaggle Kernels (Python, R, Jupyter Notebooks)

阿水的数据竞赛开源分支

Open solution to the Mapping Challenge 🌎

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.

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.

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

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

Earthquake Prediction Challenge with LightGBM and XGBoost

Pytorch starter kit for Kaggle competitions

H2O.ai Machine Learning Interpretability Resources

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