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numpy-ml

Machine learning, in numpy

pingphp

A PHP code generator which use Python Like grammar

pixel_rnn

Working Theano implementation of Pixel RNN on MNIST.

prediction-template-learning

Online machine learning algorithm that makes predictions about the environment to improve itself.

prml

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 ;)

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

project-based-learning

Curated list of project-based tutorials

ps-lite

A lightweight parameter server interface

python

All Algorithms implemented in Python

python-recsys

A python library for implementing a recommender system

python-topic-model

Implementation of various topic models

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-examples

Simple examples to introduce PyTorch

qix

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

rap

API management system, API automation, mock data generation, auto test, enterprise level solution, made by Alimama MUX Team, used in most projects in Alibaba! 接口管理系统，接口自动化，MOCK数据生成，自动化测试，企业级解决方案。阿里妈妈MUX团队出品！阿里巴巴都在用！

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

redis

Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, HyperLogLogs, Bitmaps.

regularization_learning_networks

Implementation of RLNs, as described in https://arxiv.org/abs/1805.06440

retrieval-2016-deepvision

Faster R-CNN features for Instance Search

rnnexp

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

shape-encoder

Encodes multiple viewpoints of a 3D object into a single tensor, which can be decoded with a viewpoint dependent transformation.

simplekernel

Simple kernel for learning operating systems. 用于学习操作系统的简单内核

single_file_libs

List of single-file C/C++ libraries.

sketchbasedshaperetrieval

This repository contains an easy-to-read C++/Python implementation of the shape matching pipeline in the paper Sketch-Based Shape Retrieval.

ss-gan

Style and Structure GAN (ECCV 2016)

stacking

Template for Stacking (Stacked Generalization) Ensemble Method

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.