dh's repositories
contextual-bandit-recommender
Recommendater System with Contextual Bandit Algorithms.
digital-silo
TV News Program Boundary Detection (WIP)
evening-paper
personal journal for machine-learning-related papers
CS282-Final-Project
This repository will be used to share all documents related to CS282 RL in Healthcare Final Project.
deep-poker-agent
This repository will be used to share all documents related to CS281 Advnaced Machine Learning
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
ICNN-DeepRL
Final Project for AM221: Advanced Optimization
lightning-hydra-template
PyTorch Lightning + Hydra. A very general, feature-rich template for rapid, scalable ML experimentation process and best practices. ⚡🔥⚡
paac
Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning
Paper_Notes
This will contain my notes for research papers that I read.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
reinforcement-learning-papers
personal summary notes for RL-related papers
server
The Prefect API and backend
spotlight
Deep recommender models using PyTorch.
udacity-capstone
ml nanodegree capstone project
vim-easyclip
Simplified clipboard functionality for Vim