Aditya Vyas's starred repositories
freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
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).
RL-Pytorch-cartpole
Reinforcement Learning tutorial by pytorch
CS543-MusicGenreRecognition
Music genre belief classification