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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
TensorFlow and Deep Learning Tutorials
| Date | Stars |
|---|---|
| 2026-07-24 | 729 |
| 2026-07-25 | 729 |
| 2026-07-28 | 729 |
| 2026-07-30 | 729 |
| 2026-07-31 | 729 |
| 2026-08-06 | 729 |
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# TensorFlow and Deep Learning Tutorials
<div align="center">
<div class="TensorFlow">
<img src="https://www.tensorflow.org/images/tf_logo_transp.png" style=": left; margin-left: 5px; margin-bottom: 5px;"><br><br>
</div>
</div>
## Google's Deep Learning Tutorials
- [TensorFlow Official Deep Learning Tutorial](https://www.tensorflow.org/versions/master/tutorials/index.html) [[中文]](http://wiki.jikexueyuan.com/project/tensorflow-zh/).
- MLP with Dropout [TensorFlow](https://www.tensorflow.org/versions/master/tutorials/mnist/beginners/index.html) [[中文]](http://wiki.jikexueyuan.com/project/tensorflow-zh/tutorials/mnist_beginners.html) [TensorLayer](http://tensorlayer.readthedocs.io/en/latest/user/tutorial.html#tensorlayer-is-simple) [[中文]](http://tensorlayercn.readthedocs.io/zh/latest/user/tutorial.html#tensorlayer)
- Autoencoder [TensorLayer](http://tensorlayercn.readthedocs.io/zh/latest/user/tutorial.html#tensorlayer) [[中文]](http://tensorlayercn.readthedocs.io/zh/latest/user/tutorial.html#denoising-autoencoder)
- Convolutional Neural Network [TensorFlow](https://www.tensorflow.org/versions/master/tutorials/mnist/pros/index.html) [[中文]](http://wiki.jikexueyuan.com/project/tensorflow-zh/tutorials/mnist_pros.html) [TensorLayer](http://tensorlayer.readthedocs.io/en/latest/user/tutorial.html#convolutional-neural-network-cnn) [[中文]](http://tensorlayercn.readthedocs.io/zh/latest/user/tutorial.html#convolutional-neural-network)
- Recurrent Neural Network [TensorFlow](https://www.tensorflow.org/versions/master/tutorials/recurrent/index.html#recurrent-neural-networks) [[中文]](http://wiki.jikexueyuan.com/project/tensorflow-zh/tutorials/recurrent.html) [TensorLayer](http://tensorlayer.readthedocs.io/en/latest/user/tutorial.html#understand-lstm) [[中文]](http://tensorlayercn.readthedocs.io/zh/latest/user/tutorial.html#lstm)
- Deep Reinforcement Learning [TensorLayer](http://tensorlayer.readthedocs.io/en/latest/user/tutorial.html#understand-reinforcement-learning) [[中文]](http://tensorlayercn.readthedocs.io/zh/latest/user/tutorial.html#id13)
- Sequence to Sequence [TensorFlow](https://www.tensorflow.org/versions/master/tutorials/seq2seq/index.html#sequence-to-sequence-models) [TensorLayer](http://tensorlayer.readthedocs.io/en/latest/user/tutorial.html#understand-translation)[[中文]](http://tensorlayercn.readthedocs.io/zh/latest/user/tutorial.html#id30)
- Word Embedding [TensorFlow](https://www.tensorflow.org/versions/master/tutorials/word2vec/index.html#vector-representations-of-words) [[中文]](http://wiki.jikexueyuan.com/project/tensorflow-zh/tutorials/word2vec.html) [TensorLayer](http://tensorlayer.readthedocs.io/en/latest/user/tutorial.html#understand-word-embedding) [[中文]](http://tensorlayercn.readthedocs.io/zh/latest/user/tutorial.html#word-embedding)
## Deep Learning Reading List
- [MIT Deep Learning Book](http://www.deeplearningbook.org)
- [Karpathy Blog](http://karpathy.github.io)
- [Stanford UFLDL Tutorials](http://deeplearning.stanford.edu/tutorial/)
- [Colah's Blog - Word Embedding](http://colah.github.io/posts/2014-07-NLP-RNNs-Representations/) [[中文]](http://dataunion.org/9331.html)
- [Colah's Blog - Understand LSTN](http://colah.github.io/posts/2015-08-Understanding-LSTMs/) [[门函数]](http://mp.weixin.qq.com/s?__biz=MzI3NDExNDY3Nw==&mid=2649764821&idx=1&sn=dd325565b40fcbad6e90a9398414dede&scene=2&srcid=0505U2iFJ7tfXgB8yPfNkwrA&from=timeline&isappinstalled=0#wechat_redirect)
## Tutorial index
#### 0 - Prerequisite
- Introduction to Machine Learning ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/notebooks/0_Prerequisite/ml_introduction.ipynb))
- Introduction to MNIST Dataset ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/notebooks/0_Prerequisite/mnist_dataset_intro.ipynb))
#### 1 - Introduction
- Hello World ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/notebooks/1_Introduction/helloworld.ipynb)) ([code](https://githExcerpt of 16,664 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:4a80cd5f4e1e5d30, topic:deep-learning, topic:neural-network, topic:tensorflow
matched fp:4a80cd5f4e1e5d30, topic:reinforcement-learning, topic:deep-reinforcement-learning, readme:reinforcement learning
