[Python] 機器學習

AI 學習路線：從Python開始機器學習
https://ask.julyedu.com/article/407?utm_medium=hao.caibaojian.com&utm_source=hao.caibaojian.com

值得知道的Python程式庫︰
1.Scikit-learn

Scikit-learn
https://github.com/scikit-learn/scikit-learn

Scikit-learn web
http://scikit-learn.org/stable/

Scikit-learn官方文檔中文版
https://github.com/apachecn/scikit-learn-doc-zh

Scikit-learn教學
https://machine-learning-python.kspax.io/Introduction/intro.html


2.NLTK

NLTK
https://github.com/nltk/nltk

NLTK web
https://www.nltk.org/

NLTK 初學指南(一)：簡單易上手的自然語言工具箱－探索篇
https://medium.com/pyladies-taiwan/nltk-%E5%88%9D%E5%AD%B8%E6%8C%87%E5%8D%97-%E4%B8%80-%E7%B0%A1%E5%96%AE%E6%98%93%E4%B8%8A%E6%89%8B%E7%9A%84%E8%87%AA%E7%84%B6%E8%AA%9E%E8%A8%80%E5%B7%A5%E5%85%B7%E7%AE%B1-%E6%8E%A2%E7%B4%A2%E7%AF%87-2010fd7c7540

NLTK 初學指南(二)：由外而內，從語料庫到字詞拆解 — 上手篇
https://medium.com/pyladies-taiwan/nltk-%E5%88%9D%E5%AD%B8%E6%8C%87%E5%8D%97-%E4%BA%8C-%E7%94%B1%E5%A4%96%E8%80%8C%E5%85%A7-%E5%BE%9E%E8%AA%9E%E6%96%99%E5%BA%AB%E5%88%B0%E5%AD%97%E8%A9%9E%E6%8B%86%E8%A7%A3-%E4%B8%8A%E6%89%8B%E7%AF%87-e9c632d2b16a


3.TensorFlow

TensorFlow
https://github.com/tensorflow/tensorflow

TensorFlow web
https://www.tensorflow.org/

TensorFlow程式設計人員指南
https://www.tensorflow.org/programmers_guide/?hl=zh-cn

Tensorflow簡介
https://morvanzhou.github.io/tutorials/machine-learning/tensorflow/


4.Keras

Keras
https://github.com/keras-team/keras

Keras web
https://keras.io/

Keras中文文檔
https://keras.io/zh/


5.PyTorch

PyTorch
https://github.com/pytorch/pytorch

PyTorch web
https://pytorch.org/docs/master/

PyTorch中文文檔
https://pytorch-cn.readthedocs.io/zh/latest/

PyTorch簡介
https://morvanzhou.github.io/tutorials/machine-learning/torch/


6.Theano

Theano web
http://deeplearning.net/software/theano/

【深度學習框架 Theano 慘遭淘汰】微軟數據分析師：為何曾經熱門的 Theano 18 個月就陣亡？
https://buzzorange.com/techorange/2017/10/02/theano-say-goodbye/


#Scikit-learn, NLTK, Theano, TensorFlow, Keras, PyTorch, 類神經網路, Artificial Neural Network, ANN, 機器學習, Machine Learning, ML, 人工智慧, Artificial Intelligence