機(jī)器學(xué)習(xí)推薦語(yǔ)言
Python
官方網(wǎng)站 Python
入門(mén)教程推薦
Python教程-廖雪峰
Python推薦包
Scikit-Learn
簡(jiǎn)介：scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.[2]
It features various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy.
Anaconda
內(nèi)置Python 科學(xué)計(jì)算包 numpy峻凫，sicpy，matplotlib答恶，spyder
Anaconda is a completely free Python distribution (including for commercial use and redistribution). It includes more than 400 of the most popular Python packages for science, math, engineering, and data analysis. See the packages included with Anaconda and the Anaconda changelog.
Keras
內(nèi)置Google深度學(xué)習(xí)框架 Tenserflow
Keras is a minimalist, highly modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano. It was developed with a focus on enabling fast experimentation. Being able to go from idea to result with the least possible delay is key to doing good research.
數(shù)據(jù)源
手寫(xiě)字體集 minist
圖像處理數(shù)據(jù)集 Cifar-10
推薦書(shū)籍
中文
機(jī)器學(xué)習(xí)-周志華
統(tǒng)計(jì)學(xué)習(xí)方法-李航
模式分類(lèi)
