Stars
A Flexible and Powerful Parameter Server for large-scale machine learning
Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
《深度学习》因封面为一簇花丛又称“花书”,是由深度学习领域老、中、青三代结合而成的经典之作,被业界尊称为“AI圣经”。其中Yoshua Bengio为深度学习的三驾马车之一,Ian Goodfellow因发明了GAN而闻名,最后Aaron Courville为青年研究者。花书从应用数学基础开始,围绕着神经网络拓展开来,因此相较于《机器学习》全面介绍不同类型的算法,花书可以看作为神经网络章节的…
Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.
实现了常用的排序算法,包括:冒泡排序、直接插入排序、直接选择排序、希尔排序、归并排序、快速排序、堆排序,基于python 3 编程实现
周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Machine learning algorithms implemented by pure numpy
one for all free music in china (chrome extension, also works for firefox)
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
An Open Source Machine Learning Framework for Everyone
《算法导论》第三版中算法的C++实现