mpezeshki Goto Github PK

recurrent-batch-normalization

recurrent-neural-networks

Recurrent Neural Network for modeling sequential data implemented using Python and Theano.

recurrentjs

Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

reinforcement-learning

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

rlcourse-january27-mohammadpz-1

rlcourse-january27-mohammadpz-1 created by GitHub Classroom

rna

rnn

rnn_ctc

Recurrent Neural Network with Connectionist Temporal Classifical implemented in Theano. Includes a Toy training example.

rnn_experiments

General experiments on Vanilla RNN and LSTM in Theano.

rnnlg

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

sketch

Learn handwriting using RNN

sn-gan

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

sparse-coding-theano

Theano-based implementation of the efficient sparse-coding algorithms by Honglak Lee et al. (2006)

subpopbench

[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift

ted-rnn

A Recurrent Neural Network trained on all existing TED Talk Transcripts. The model outputs machine generated TED Talks.

tensorflow

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

test

test_repo

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

theano-hf

General purpose Hessian-free optimization in Theano

theano-rnn

Demonstration of recurrent neural network implemented with Theano

theano_alexnet

Theano-based Alexnet

theano_tile_coding

A tile coder in theano for Reinforcement Learning tasks

theano_toolkit

Collection of useful, re-used routines.

torch-gan

trainingrnns

tsa-rnn

tutorials

vae

Example of a Variational-Autoencoder using Theano blocks

variational-autoencoder

Implementation of a variational Auto-encoder