Pinned Repositories
Audio
Audio analysis notebooks
Convolutional-Disentangled-Variational-Autoencoder
A Convolutional β-VAE in PyTorch based loosely off of the Conv VAE used in the World Models research paper.
fastai_0.7
A slightly customized version of the fastai library for GPU training
Kaggle
Notebooks from various Kaggle competitions.
Learning-to-Feel
Streamlit web app that uses deep learning to identify and extract emotions and moods from music.
Maximum-Mean-Discrepancy-Variational-Autoencoder
A PyTorch implementation of the MMD-VAE, an Information-Maximizing Variational Autoencoder (InfoVAE) based off of the TensorFlow implementation published by the author of the original InfoVAE paper.
NLP
Some notebooks which practice and use some of the latest NLP & NLU methods.
pytorch-a2c-ppo-acktr
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
Soundcloud-Scraper
A Scrapy spider to scrape user and track information from SoundCloud.
zacheberhart's Repositories
zacheberhart/Learning-to-Feel
Streamlit web app that uses deep learning to identify and extract emotions and moods from music.
zacheberhart/Maximum-Mean-Discrepancy-Variational-Autoencoder
A PyTorch implementation of the MMD-VAE, an Information-Maximizing Variational Autoencoder (InfoVAE) based off of the TensorFlow implementation published by the author of the original InfoVAE paper.
zacheberhart/Soundcloud-Scraper
A Scrapy spider to scrape user and track information from SoundCloud.
zacheberhart/Convolutional-Disentangled-Variational-Autoencoder
A Convolutional β-VAE in PyTorch based loosely off of the Conv VAE used in the World Models research paper.
zacheberhart/Audio
Audio analysis notebooks
zacheberhart/fastai_0.7
A slightly customized version of the fastai library for GPU training
zacheberhart/Kaggle
Notebooks from various Kaggle competitions.
zacheberhart/NLP
Some notebooks which practice and use some of the latest NLP & NLU methods.
zacheberhart/pytorch-a2c-ppo-acktr
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
zacheberhart/pytorch-a3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".