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adabound

An optimizer that trains as fast as Adam and as good as SGD.

analysis

reanalyze the data that made Semmelweis discover the importance of handwashing. Let's start by looking at the data that made Semmelweis realize that something was wrong with the procedures at Vienna General Hospital.

anomaly-detection

异常值检测算法总结

babi-tasks

Task generation for testing text understanding and reasoning

brew

🍺 The missing package manager for macOS

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cs-books

分享一些从网上整理的计算机类的电子书籍，包括Java电子书籍（Java基础，Java多线程，spring、springboot、springcloud，分布式，微服务等）、Python，Linux，Go，C，C++，数据结构与算法，人工智能，计算机基础，面试，设计模式，数据库，前端等书籍

data-mining

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

dmn-plus

A Pytorch tutorial for implementation of Dynamic memory Network Plus

dmn-tensorflow

TensorFlow implementation of 'Ask Me Anything: Dynamic Memory Networks for Natural Language Processing (2015)'

dynamic-memory-networks-in-tensorflow

Dynamic Memory Network implementation in TensorFlow

dynamic-memory-networks-in-theano

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

dynamic-memory-networks-plus-pytorch

Implementation of Dynamic memory networks plus in Pytorch

introdatascience

javabooks

网络收集的JAVA学习资料，仅作学习交流使用，列表中没有的书籍，可前往公众号【zxiaofan】留言

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

materials

Bonus materials, exercises, and example projects for our Python tutorials

memn2n

End-To-End Memory Networks in Theano

memn2n-1

End-To-End Memory Network using Tensorflow

memnn

Memory Networks implementations

memnn-1

Theano implementation of Memory Networks

ml_for_hackers

Machine Learning for Hackers

qrn

Query-Reduction Networks (QRN)

simulus

Simulus - A Discrete-Event Simulator in Python

snips-nlu-ontology

Ontology of Snips NLU

task-oriented-dialogue-dataset-survey

A dataset survey about task-oriented dialogue, including recent datasets.

text_classification

all kinds of text classificaiton models and more with deep learning

wsn

A Wireless Sensor Network simulator in Python and C++ (via SWIG).