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.
翻译 - 开发和比较强化学习算法的工具包。
#Awesome#A curated list of awesome Deep Learning tutorials, projects and communities.
翻译 - 精选的深度学习教程，项目和社区的清单。
计算机视觉相关资源合集
TensorFlow - A curated list of dedicated resources http://tensorflow.org
翻译 - TensorFlow-专用资源的精选列表http://tensorflow.org
#自然语言处理#📖 A curated list of resources dedicated to Natural Language Processing (NLP)
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.
#算法刷题#Open Machine Learning Course
翻译 - 开放式机器学习课程
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...
翻译 - Theano是一个Python库，可让您有效地定义，优化和评估涉及多维数组的数学表达式。它可以使用GPU并执行有效的符号区分。
Reinforcement learning resources curated
#数据仓库#Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop....
翻译 - 访问和管理PyTorch和TensorFlow数据集的最快方法。轻松构建可伸缩的数据管道。Leading Data 2.0 http://activeloop.ai
#计算机科学#StarCraft II Learning Environment
翻译 - 星际争霸II学习环境
#Awesome#Cool links & research papers related to Machine Learning applied to source code (MLonCode)
Simple tutorials using Google's TensorFlow Framework
From the basics to slightly more interesting applications of Tensorflow
fast.ai Courses
An index of all open-source data
#数据仓库#Assorted data from the General Services Administration.
翻译 - 来自总务管理局的分类数据。
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
翻译 - 基于ID3的ML决策树算法的实现
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 .