Keniel Peart's starred repositories
GeneExpImgTL
TL with CNN for cancer survival prediction using gene-expression data
deep-learning-genomics-primer
Contains files for the deep learning in genomics primer.
DeepChrome
Bioinformatics16: DeepChrome: Deep-learning for predicting gene expression from histone modifications
deeplearning-biology
A list of deep learning implementations in biology
deep_learning_for_genomics
A collection of deep learning works on genomics and healthcare. The repo can help developers and researchers to have access to datasets and codes across the globe.
DRQN-pytorch
[PYTORCH] Simple implementation of DQN, DRQN, A3C, PPO in Atari Breakout
DRQN_pytorch
An implement of DRQN with pytorch.
value-rnn-td
train an RNN to estimate value in a POMDP using TD learning
POMDP-ac-cartpole
solving POMDP by LSTM in gym.cartpole environment, in pytorch
pytorch-a2clstm-DRQN
using recurrent networks(LSTM) to solve POMDPs
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
pomdp-baselines
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
Recurrent-Deep-Q-Learning
Solving POMDP using Recurrent networks
Youtube-Code-Repository
Repository for most of the code from my YouTube channel
pytorch-soft-actor-critic
PyTorch implementation of soft actor critic
Auto-Encoder
Auto-encoder on torch - trying out the various AEs
resnet-autoencoder
course project for ECS 269
VAE-ResNet18-PyTorch
A Variational Autoencoder based on the ResNet18-architecture
speech-driven-facial-animation
WIP Experiments with Speech-Driven Facial Animation in PyTorch