splendor-kill Goto Github PK

ml-from-scratch

Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.

ml-surveys

📋 Survey papers summarizing advances in machine learning.

mml-book

Code / solutions for Mathematics for Machine Learning (MML Book)

mygomocupstub

neural-photo-editor

A simple interface for editing natural photos with generative neural networks.

neuralart

An implementation of the paper 'A Neural Algorithm of Artistic Style'.

nlp-journey

Documents, papers and codes related to NLP, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

nlp_course

YSDA course in Natural Language Processing

open-pure-cfr

An open implementation of Pure CFR applied to ACPC poker games.

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

opencv

Open Source Computer Vision Library

openpose

OpenPose: A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library

openseq2seq

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

opensource

【编程随想】收藏的开源项目清单

paddle

PArallel Distributed Deep LEarning

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

playground

PlayGround: AI Research into Multi-Agent Learning.

practical_rl

A course in reinforcement learning in the wild

prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

prml

PRML algorithms implemented in Python

prmlt

Pattern Recognition and Machine Learning Toolbox

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 ;)

pygcn

Graph Convolutional Networks in PyTorch

pyod

A Python Toolkit for Scalable Outlier Detection (Anomaly Detection)

pysc2

StarCraft II Learning Environment

python

All Algorithms implemented in Python

python-rl

Some Reinforcement Learning in Python

qix

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