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apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

clrs

:notebook:Solutions to Introduction to Algorithms

cme323dsgd

CME 323 Spring 2016

complete-guide-to-deep-learning

This guide is for those who know some math, know some programming language and now want to dive deep into deep learning

cpmf

Collections of parallel optimizaton on matrix factorization

dashuzhilin.github.io

deepreinforcementlearning

A replica of the AlphaZero methodology for deep reinforcement learning in Python

designers-learn-git

为设计师而作的GitHub的快速学习教程

dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

dm_task2_psgd

dsgd

dsgd-mf

A distributed SGD algorithm for Matrix Factorization using PySpark

dsgd_mf

Distributed SGD for Matrix Factorization on Spark

dsgdpp

Implementations of various parallel algorithms for matrix factorization (including DSGD++)

evrsgd

Elastic Variance Reduction SGD

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

gpi-2

GPI-2

hogwildpp

HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent

learning-spark

Example code from Learning Spark book

list_of_recommender_systems

A List of Recommender Systems and Resources

minibatch

A class to generate mini-batches of data from a set of files.

minibatchsgd

Greedy approach to maximizing gradient diversity for minibatch SGD

mpit

MPI for Torch

pltr

Parallel personalized pairwise learning to rank

psgd

PSGD

python-learning-resources

pytudes

Python programs to practice or demonstrate skills.

recommendations_in_allreduce

python recommendation algorithms library via MPI and AllReduce

rstk