机器学习相关的框架、库、软件精选
#计算机科学#scikit-learn 是基于 SciPy、NumPy、matplotlib 构建的 Python 机器学习框架
A toolkit for developing and comparing reinforcement learning algorithms.
#Awesome#A curated list of awesome Deep Learning tutorials, projects and communities.
计算机视觉相关资源合集
#自然语言处理#📖 A curated list of resources dedicated to Natural Language Processing (NLP)
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Data and code behind the articles and graphics at FiveThirtyEight
#Awesome#machine learning and deep learning tutorials, articles and other resources
Hadoop 是一个开源的分布式计算和存储框架，有助于使用许多计算机组成的网络来解决数据、计算密集型的问题。基于MapReduce计算模型，它为大数据的分布式存储与处理提供了一个软件框架。
PredictionIO, a machine learning server for developers and ML engineers.
Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com...
Reinforcement learning resources curated
#计算机科学#StarCraft II Learning Environment
#Awesome#Cool links & research papers related to Machine Learning applied to source code (MLonCode)
Simple tutorials using Google's TensorFlow Framework
fast.ai Courses
From the basics to slightly more interesting applications of Tensorflow
An index of all open-source data
#数据仓库#Assorted data from the General Services Administration.
A curated list of awesome deep learning applications in the field of computational biology
#计算机科学#Large-scale linear classification, regression and ranking in Python
#计算机科学#ID3-based implementation of the ML Decision Tree algorithm
An unofficial repository of National Park Service data.
Principal Component Analysis on music loops
Ruby gem to calculate the similarity between texts using tf*idf
A tensorflow implementation of French-to-English machine translation using DeepMind's ByteNet .