scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language. It features various classification, regression and clustering algorithms including support vector machines, logistic regression, naive Bayes, random forests,gradient boosting, k-means and D...
TensorFlow 是一个基于数据流编程(dataflow programming)的符号数学系统,被广泛应用于各类机器学习(machine learning)算法的编程实现,其前身是谷歌的神经网络算法库 DistBelief 。Tensorflow 拥有多层级结构,可部署于各类服务器、PC终端和网页并支持GPU和TPU高性能数值计算,被广泛应用于谷歌内部的产品开发和各领域的科学研究。
4.1 scikit-learn: Machine Learning in Python 首先推荐大名鼎鼎的scikit-learn，scikit-learn是一个基于NumPy, SciPy, Matplotlib的开源机器学习工具包，主要涵盖分类，回归和聚类算法，例如SVM， 逻辑回归，朴素贝叶斯，随机森林，k-means等算法，代码和文档都非常不错，在许多Python项目中都有应用。例如在我们熟悉的...
TensorFlow 是一个基于数据流编程(dataflow programming)的符号数学系统,被广泛应用于各类机器学习(machine learning)算法的编程实现,其前身是谷歌的神经网络算法库 DistBelief 。Tensorflow 拥有多层级结构,可部署于各类服务器、PC终端和网页并支持GPU和TPU高性能数值计算,被广泛应用于谷歌内部的产品开发和各领域的科学研究。
4.1 scikit-learn: Machine Learning in Python scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language. It features various classification, regression and clustering algorithms including support vector machines, logistic regression, naive Bayes, ra...
Applications:General-purpose machine learning. Code Sample:The library is inactive. The example is not applicable. 17. Keras Website:https://keras.io/ GitHub stars:59,4k Contributors:1167 Description:Keras is an open-source neural network library offering high-level, easy-to-use APIs. ...
TensorFlow 是一个基于数据流编程(dataflow programming)的符号数学系统,被广泛应用于各类机器学习(machine learning)算法的编程实现,其前身是谷歌的神经网络算法库 DistBelief 。Tensorflow 拥有多层级结构,可部署于各类服务器、PC终端和网页并支持GPU和TPU高性能数值计算,被广泛应用于谷歌内部的产品开发和各领域的科学研究...
Pylearn2 is a machine learning library. Most of its functionality is built on top of Theano. This means you can write Pylearn2 plugins (new models, algorithms, etc) using mathematical expressions, and theano will optimize and stabilize those expressions for you, and compile them to a backend ...
“PyBrain is a modular Machine Learning Library for Python. Its goal is to offer flexible, easy-to-use yet still powerful algorithms for Machine Learning Tasks and a variety of predefined environments to test and compare your algorithms.” ...
A Gentle Introduction to Scikit-Learn: A Python Machine Learning Library If you are a Python programmer or you are looking for a robust library you can use to bring machine learning into a production system then a library that you will want to seriously consider is scikit-learn. ...