Counting 2,653 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
Suggestion? Feedback? Tweet @stkim1

spark-py-notebooks

724

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

spark-testing-base

720

Base classes to use when writing tests with Spark

ML-From-Scratch

8152

Bare bones Python implementations of some of the foundational Machine Learning models and algorithms.

spark-movie-lens

481

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

leela-chess

500

A chess adaption of GCP's Leela Zero

Hygieia

2327

CapitalOne DevOps Dashboard

pandas_exercises

1333

Practice your pandas skills!

machine_learning_basics

2289

Plain python implementations of basic machine learning algorithms

caffe64

270

Minimalist and dependency-free deep learning using caffe64 (written in assembly)

Fast-Pandas

671

Benchmark for different operations in pandas against various dataframe sizes.

spark-training

241

Spark training material

person-blocker

1559

Automatically "block" people in images (like Black Mirror) using a pretrained neural network.

AlphaZero_Gomoku

674

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

learning-spark

2323

Example code from Learning Spark book

Data-Analysis-and-Machine-Learning-Projects

3605

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

t81_558_deep_learning

385

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

mxnet-the-straight-dope

1763

An interactive book on deep learning, in concept and in MXNet

hate-speech-and-offensive-language

153

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

RL-Adventure

764

Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.

keras-flask-deploy-webapp

137

Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

python-machine-learning-book

8358

The "Python Machine Learning (1st edition)" book code repository and info resource

osim-rl

325

Reinforcement learning environments with musculoskeletal models

paip-lisp

2741

The repository for the book "Paradigms of Artificial Intelligence Programming" with Lisp code

fastai

4164

The fast.ai deep learning library, lessons, and tutorials

MLAlgorithms

6672

Minimal and clean examples of machine learning algorithms

draw_convnet

899

Python script for illustrating Convolutional Neural Network (ConvNet)

style2paints

4089

The AI can paint on a sketch accroding to a given specific color style.

BerryNet

1143

Deep learning gateway on Raspberry Pi

magenta

9728

Music and Art Generation with Machine Intelligence

Porcupine

163

A self-service, highly-accurate, and lightweight wake word detection engine. It enables developers to build always-listening voice-enabled applications/platforms