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Qinlong Wang's Projects

pymc icon pymc

PyMC version 3 (PyMC 2 is in branch 2.3)

python icon python

All Algorithms implemented in Python

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reslve icon reslve

A collection of snippets for modeling user interest in Wikipedia

sdp icon sdp

Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning

seq2seq icon seq2seq

Sequence to Sequence Learning with Keras

seq2set-keras icon seq2set-keras

implementation of http://arxiv.org/pdf/1511.06391v4.pdf in keras

seqgan icon seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

sequence_gan icon sequence_gan

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

sru-tensorflow icon sru-tensorflow

Training RNNs as fast as CNNs. An unofficial tensorflow implementation.

tensorflow icon tensorflow

Open source software library for numerical computation using data flow graphs.

tensorflow-vae-gan-draw icon tensorflow-vae-gan-draw

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

tensorflow-zh icon tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

tf-adaptive-softmax-lstm-lm icon tf-adaptive-softmax-lstm-lm

The experiment result of LSTM language models on PTB (Penn Treebank) and GBW (Google Billion Word) using AdaptiveSoftmax on TensorFlow.

tf-export-test icon tf-export-test

Small test on how to train->freeze->quantize->import frozen, quantized graph and run inference

tf_rnnlm icon tf_rnnlm

Language Modeling with RNN using TensorFlow

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

tsf_nmt icon tsf_nmt

Experiments recreating the Neural Machine Translation experiments with bidirectional encoder and attention modules.

uncertainty-toolbox icon uncertainty-toolbox

A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

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