机器学习相关教程.zip

<p align="center"> <a href="https://www.tensorflow.org/" target="_blank"> <img width="40%" src="https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/logo.jpeg" style="max-width:100%;"> </a> </p> --- <br> ### This tutorial codes are old, so I made a [new series of Tensorflow tutorial](https://github.com/MorvanZhou/Tensorflow-Tutorial). In the new tutorials, codes are updated, contents are better organized. If you like that, please star it! # Tensorflow Tutorials In these tutorials for Tensorflow, we will build our first Neural Network and try to build some advanced Neural Network architectures developed recent years. All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://morvanzhou.github.io/tutorials/) for more. If you speak Chinese, you can watch my [Youtube channel](https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg) as well. **As many requests about making these tutorials available in English, please find them in this playlist:** ([https://www.youtube.com/playlist?list=PLXO45tsB95cJHXaDKpbwr5fC_CCYylw1f](https://www.youtube.com/playlist?list=PLXO45tsB95cJHXaDKpbwr5fC_CCYylw1f)) * Tensorflow Basic * [Basic example](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf5_example2/full_code.py) * [Session](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow6_session.py) * [Variable](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow7_variable.py) * [Placeholder](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow8_feeds.py) * Build your first NN * [Adding layer](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow10_def_add_layer.py) * [Build NN](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf11_build_network/full_code.py) * [Visualize update](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf12_plot_result/full_code.py) * Tensorboard * [Visualization 1](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf14_tensorboard/full_code.py) * [Visualization 2](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf15_tensorboard/full_code.py) * [Classification](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf16_classification/full_code.py) * [Overfitting and dropout](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf17_dropout/full_code.py) * [Save Network](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf19_saver.py) * CNN * [CNN layers](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf18_CNN2/full_code.py) * [CNN training](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf18_CNN3/full_code.py) * RNN * [Classification](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf20_RNN2/full_code.py) * [Regression](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf20_RNN2.2/full_code.py) * [Autoencoder](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf21_autoencoder/full_code.py) * Scope * [Scope in TF](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf22_scope/tf22_scope.py) * [Training Testing for RNN](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf22_scope/tf22_RNN_scope.py) * [Batch Normalization](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf23_BN/tf23_BN.py) # Donation *If this does help you, please consider donating to support me for better tutorials. Any contribution is greatly appreciated!* <div > <a href="https://www.paypal.com/cgi-bin/webscr?cmd=_donations&amp;business=morvanzhou%40gmail%2ecom&amp;lc=C2&amp;item_name=MorvanPython&amp;currency_code=AUD&amp;bn=PP%2dDonationsBF%3abtn_donateCC_LG%2egif%3aNonHosted"> <img style="border-radius: 20px; box-shadow: 0px 0px 10px 1px #888888;" src="https://www.paypalobjects.com/webstatic/en_US/i/btn/png/silver-pill-paypal-44px.png" alt="Paypal" height="auto" ></a> </div> <div> <a href="https://www.patreon.com/morvan"> <img src="https://morvanzhou.github.io/static/img/support/patreon.jpg" alt="Patreon" height=120></a> </div>