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58 lines
2.1 KiB
Markdown
58 lines
2.1 KiB
Markdown
# 先修知识参考阅读
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## C#
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* 微软官方文档 https://docs.microsoft.com/zh-cn/dotnet/csharp/tour-of-csharp/
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* 菜鸟教程 https://www.runoob.com/csharp/csharp-tutorial.html
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## Python
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* 官方文档 https://docs.python.org/zh-cn/3/tutorial/index.html
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* "Windows上的Python"文档 https://docs.microsoft.com/zh-cn/windows/python/
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* First Steps With Python https://realpython.com/python-first-steps/
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* 菜鸟教程 https://www.runoob.com/python/python-tutorial.html
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* 廖雪峰的官方网站 https://www.liaoxuefeng.com/wiki/1016959663602400
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## Numpy
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> Github: https://github.com/numpy/numpy
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* 官方中文文档 https://www.numpy.org.cn/user/setting-up.html#%E4%BB%80%E4%B9%88%E6%98%AF-numpy
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* 斯坦福numpy教程 http://cs231n.github.io/python-numpy-tutorial/
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## CNN
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* 开源中文书 https://zh.d2l.ai/chapter_convolutional-neural-networks/index.html
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* TensorFlow中文社区：CNN介绍 http://www.tensorfly.cn/tfdoc/tutorials/deep_cnn.html
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* Neural Networks and Deep Learning (Free online book) http://neuralnetworksanddeeplearning.com/index.html
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* 知乎专栏，CNN介绍 https://zhuanlan.zhihu.com/p/27642620
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## RNN
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* 开源中文书 https://zh.d2l.ai/chapter_recurrent-neural-networks/index.html
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* TensorFlow中文社区：RNN介绍 http://www.tensorfly.cn/tfdoc/tutorials/recurrent.html
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* 《机器之心》介绍文章 https://www.jiqizhixin.com/articles/2018-12-14-4
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## TensorFlow
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> Github: https://github.com/tensorflow/tensorflow
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* 官方文档 https://www.tensorflow.org/tutorials/quickstart/beginner
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* TensorFlow中文社区 http://www.tensorfly.cn/tfdoc/get_started/introduction.html
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## Pytorch
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> Github: https://github.com/pytorch/pytorch
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* Pytorch中文文档 https://pytorch-cn.readthedocs.io/zh/latest/
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* 英文官方教程 https://pytorch.org/tutorials/
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## Keras
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> Github: https://github.com/keras-team/keras
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* Keras中文文档 https://keras.io/zh/
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## Mxnet
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> Github: https://github.com/apache/incubator-mxnet
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* 中文文档 https://mxnet-bing.readthedocs.io/en/latest/zh/overview.html
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* 官方英文文档 https://mxnet.apache.org/api/python/docs/tutorials/ |