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. PyBrain is short for Python-Based Reinforcement Learning, Artif...
The Best Machine Learning Libraries in Python By Scott Robinson • November 10, 2015 我只是大自然的翻译工 原文地址 引言 毫无疑问,在过去的几年里,神经网络与机器学习是科技圈最热门的话题之一。如果我们看过一些它们解决的真正有趣的案例,如语音识别、图像识别、甚至是乐谱编写等,我们就不难看出它们为什么...
《Python Machine Learning》有两版,中文译为《Python 机器学习》,机器学习与预测分析正在改变企业和其他组织的运作方式,本书将带领读者进入预测分析的世界。全书共16章,除了简要介绍机器学习及Python在机器学…
《Python Machine Learning》有两版,中文译为《Python 机器学习》,机器学习与预测分析正在改变企业和其他组织的运作方式,本书将带领读者进入预测分析的世界。全书共16章,除了简要介绍机器学习及Python在机器学习中的应用,还系统讲述了数据分类、数据预处理、模型优化、集成学习、回归、聚类、神经网络、深度学习等内容。本...
Building Machine Learning Systems with Python(2013) Statistics, Data Mining, and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data(2014) 原文:http://machinelearningmastery.com/a-gentle-introduction-to-scikit-learn-a-python-machine-learning-library/...
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Learning Best Practices for Model Evaluation and Hyperparameter Optimization [open dir] Combining Different Models for Ensemble Learning [open dir] Applying Machine Learning to Sentiment Analysis [open dir] Embedding a Machine Learning Model into a Web Application [open dir] ...
Machine learning lies at the intersection of IT, mathematics, and natural language and is typically used in big-data applications. This article discusses the Python programming language and its NLTK library, then applies them to a machine learning project. NewJoakim...
PythonMachineLearningSecondEditionnowincludesthepopularTensorFlowdeeplearninglibrary.Thescikit-learncodehasalsobeenfullyupdatedtoincluderecentimprovementsandadditionstothisversatilemachinelearninglibrary.SebastianRaschkaandVahidMirjalili’suniqueinsightandexpertiseintroduceyoutomachinelearninganddeeplearningalgorithmsfromscratch,and...
If you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning – whether you want to get started from scratch or want to extend your data science knowledge, this is an essential and unmissab