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openke

An Open-Source Package for Knowledge Embedding (KE)

papers

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

pointer-network-tensorflow

TensorFlow implementation of "Pointer Networks"

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

professional-programming

A collection of full-stack resources for programmers.

programming-book-3

Programming books 3: Python、 Machine-Learning、 Deep-Learning、 NLP

ps-lite

A lightweight parameter server interface

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python

All Algorithms implemented in Python

pytorch-tutorial

Build your neural network easy and fast

pytorch-tutorial-1

PyTorch Tutorial for Deep Learning Researchers

qanet

A Tensorflow implementation of QANet for machine reading comprehension

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

ranking

Learning to Rank in TensorFlow

ranklib

A library of learning to rank algorithms

reco-papers

Classic papers and resources on recommendation

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

shogun

Shōgun

simple_spider_system

python simple spider system, using python

simple_tensorflow_serving

Generic and easy-to-use serving service for machine learning models

smrctoolkit

This toolkit was designed for the fast and efficient development of modern machine comprehension models, including both published models and original prototypes.

spf13-vim

The ultimate vim distribution

starspace

Learning embeddings for classification, retrieval and ranking.

tampermonkey

Tampermonkey is the most popular userscript manager, with over 10 million users. It's available for Chrome, Microsoft Edge, Safari, Opera Next, and Firefox.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs