6856 Open source projects that are alternatives of or similar to Machine Learning And Data Science

📢 Ready to learn or review your knowledge!

阿水的数据竞赛开源分支

A community run, 5-day PyTorch Deep Learning Bootcamp

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.

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Malware Data Science Reading Diary / Notes

GitHub Action for repo2docker

💡 Repo of learning notes in DRL and DL, theory, codes, models and notes maybe.

A repo with tutorials for algorithms from scratch

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

A Chinese translation of Jake Vanderplas' "Python Data Science Handbook". 《Python数据科学手册》在线Jupyter notebook中文翻译

A collection of materials to help you learn about deep learning

Road to Machine Learning

Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

Templates for jupyter notebooks

A Handful of D(u)S(t)

Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package

DLTK Model Zoo

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Statistical Interactive Visualization with pandas+Jupyter integration on top of Echarts.

Welcome everyone!🌟 Here you can solve problems, build scrappers and much more💻

YouTube Like Count Predictions using Machine Learning

General Assembly's 2015 Data Science course in Washington, DC

Lending Club Loan data analysis

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

Jupyter notebook and datasets from the pandas Q&A video series

Using A.I. and computer vision to build a virtual personal fitness trainer. (Most Startup-Viable Hack - HackNYU2018)

A collection of Jupyter/IPython notebooks

R package to interface with OpenML

Source material for Python Like You Mean it

Koç University deep learning framework.

A site that displays up to date COVID-19 stats, powered by fastpages.

Dive into Machine Learning with Python Jupyter notebook and scikit-learn! First posted in 2016, maintained as of 2021. Pull requests welcome.

Tutorials and training material for the H2O Machine Learning Platform

A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

A jupyter notebook that provides analysis for StarCraft 2 replays

Datasets, tools, and benchmarks for representation learning of code.

Best Practices on Recommendation Systems

Tutoriais de Python, Data Science, Machine Learning e Deep Learning - Sigmoidal

🤖⚡️ scikit-learn tips

Data science and Big Data with Python

R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks

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

Machine Learning and Data Analysis Coursera Specialization from Yandex and MIPT

This repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.

repo for code published on pythondata.com

Artificial Learning, Intelligent Machines

Explore and analyse your Home Assistant data

Teach a Quadcopter How to Fly!

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

A Python library for easy data analysis, visualization, exploration and modeling

Griffon Data Science Virtual Machine

Achieve your marketing goals with the data analytics power of Python

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

Machine learning contest - October 2016 TLE

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster

Sample notebooks for Kaggle competitions

Yet another black-box optimization library for Python