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Guangyang Nie's Projects

capsnet-keras icon capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

deep-anpr icon deep-anpr

Using neural networks to build an automatic number plate recognition system

ganotebooks icon ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

keras icon keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-cn icon keras-cn

Chinese keras documents with more examples, explanations and tips.

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

musicnn_keras icon musicnn_keras

Keras implementation of musicnn, a set of pre-trained deep convolutional neural networks for music audio tagging

noreward-rl icon noreward-rl

Curiosity-driven Exploration for Deep Reinforcement Learning by Self-supervised Prediction

py2neo icon py2neo

The py2neo project provides bindings between Python and Neo4j via its RESTful web service interface. It attempts to be both Pythonic and consistent with the core Neo4j API.

pygeos icon pygeos

Wraps GEOS geometry functions in numpy ufuncs.

spleeter icon spleeter

Deezer source separation library including pretrained models.

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