recurrent-neural-networks topic
rnn-from-scratch
A Recurrent Neural Network implemented from scratch (using only numpy) in Python.
temporal-augmentation
Temporal augmentation with two-stream ConvNet features on human action recognition
crnn-music-genre-classification
Tensorflow Implementation of Convolutional Recurrent Neural Networks for Music Genre Classification
BiDiSentiment
Two-way deep RNN for sentiment classification.
CodeGAN
[Deprecated] Source Code Generation using Sequence Generative Adversarial Networks :octocat:
neural-finance
Neural Network for HFT-trading [experimental]
CS231n
PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"
ChemGAN-challenge
Code for the paper: ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.
mead-baseline
Deep-Learning Model Exploration and Development for NLP
essence
AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.