TensorLayer - Deep Learning Library [Repository]

cristi (70)in #deep-learning • 9 years ago (edited)

Hao Dong, a PhD Student at Imperial College London, is the creator of a public repository called TensorLayer.

TensorLayer is a deep learning and reinforcement learning library based on TensorFlow. According to Hao:

"It provides rich data processing, model training and serving modules to help both researchers and engineers build practical machine learning workflows." [source]

It is actively maintained and there have been multiple implementations for different purposes already built based on it. It acts like a high-level layer on top of TensorFlow, hence the name. Some of the implementations and uses include:

multi-layer perceptron: classification (simple and with iteration)
computer vision: multiple implementations
natural language processing: multiple implementations
adversarial learning: multiple implementations
reinforcement learning: multiple implementations
a few special examples.

You can read the official documentation at tensorlayer.org and you can also look into the repository, use the implementations and (of course) contribute to its development by following the link:

Tensorlayer - Deep Learning Library [Repository]