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CRF-RNN Keras/Tensorflow version

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020

Classify music genre from a 10 second sound stream using a Neural Network.

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

• OpenTrit, an open-source cross-framework mixed ternary toolkit, supports one-click conversion of mixed ternary models between PyTorch and TensorFlow. It encapsulates heterogeneous computing power scheduling and quantization optimization, addressing the issues of "framework dependency and poor u... Read more

Generative Adversarial Text to Image Synthesis / Please Star -->

Samples for getting started with deep learning across TensorFlow, CNTK, Theano and more.

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例