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accsgd

Implements pytorch code for the Accelerated SGD algorithm.

advbox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

akka-guide-zh

akka 中文文档，通过官方文档翻译

algorithms_and_data_structures

180+ Algorithm & Data Structure Problems using C++

algorithmsonspark

Some popular algorithms(dbscan,knn,fm etc.) on spark

alphatree-graphic-deep-neural-network

将深度神经网络中的一些模型 进行统一的图示，便于大家对模型的理解

analytics-zoo

Distributed Tensorflow, Keras, PyTorch and BigDL on Apache Spark

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

auto-sklearn

autoclint

A specially designed light version of Fast AutoAugment

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-bert

bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bayesopt

BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.

brickhouse

Hive UDF's for the data warehouse

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

clipper

A low-latency prediction-serving system

coach

Reinforcement Learning Coach by Intel® Nervana™ enables easy experimentation with state of the art Reinforcement Learning algorithms

common-udf

common udf of hive

coval

A coreference evaluation package for the CoNLL and ARRAU datasets

cv-plus-nlp

datastructs_and_algorithm

Data struct and algorithm introduction and implementation in C/C++/Java.

deap

Distributed Evolutionary Algorithms in Python

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.