TensorFlow 2.0 Tutorials

Our repo. is the Winner of ⚡#PoweredByTF 2.0 Challenge!.

Timeline:

Oct. 1, 2019: TensorFlow 2.0 Stable!
Aug. 24, 2019: TensorFlow 2.0 rc0
Jun. 8, 2019: TensorFlow 2.0 Beta
Mar. 7, 2019: Tensorflow 2.0 Alpha
Jan. 11, 2019: TensorFlow r2.0 preview
Aug. 14, 2018: TensorFlow 2.0 is coming

Installation

make sure you are using python 3.x.

CPU install

pip install tensorflow -U

GPU install

Install CUDA 10.0(or after) and cudnn by yourself. and set LD_LIBRARY_PATH up.

pip install tensorflow-gpu  -U

Test installation:

In [2]: import tensorflow  as tf

In [3]: tf.__version__
Out[3]: '2.0.0'
In [4]: tf.test.is_gpu_available()
...
totalMemory: 3.95GiB freeMemory: 3.00GiB
...
Out[4]: True

配套TF2视频教程

TensorFlow 2.0的视频教程链接：深度学习与TensorFlow 2实战

Acknowledgement

爱可可-爱生活友情推荐

Includes

TensorFlow 2.0 Overview
TensorFlow 2.0 Basic Usage
Linear Regression
MNIST, FashionMNIST
CIFAR10
Fully Connected Layer
VGG16
Inception Network
ResNet18
Naive RNN
LSTM
ColorBot
Auto-Encoders
Variational Auto-Encoders
DCGAN
CycleGAN
WGAN
Pixel2Pixel
Faster RCNN
A2C
GPT
BERT
GCN

Feel free to submit a PR request to make this repo. more complete!

Refered Repos.

Our work is not built from scratch. Great appreciation to these open works！

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