yawen-d
Concordia AI; MPhil in Machine Learning at Cambridge; Former Visiting Research Student at @HumanCompatibleAI, UC Berkeley.
Pinned Repositories
go_attack
KataGo-custom
Child repository of https://github.com/HumanCompatibleAI/go_attack.
DRL_paper_summary
Summary of key papers in deep reinforcement learning. Heavily based on OpenAI SpinningUp.
dmc2gym
OpenAI Gym wrapper for the DeepMind Control Suite
DQN_Family_PyTorch
This is a repository of DQN and its variants implementation in PyTorch based on the original papar.
Generative_Adversarial_Networks-in-PyTorch
Logistic-Regression-on-MNIST-with-NumPy-from-Scratch
Implementing Logistic Regression on MNIST dataset from scratch
MNIST-with-CNN-from-Scratch
Implement and train a CNN from scratch in Python for the MNIST dataset (no PyTorch).
Neural-Network-on-MNIST-with-NumPy-from-Scratch
Implement and train a neural network from scratch in Python for the MNIST dataset (no PyTorch).
TransNASBench
This repository contains the publishable code for CVPR 2021 paper TransNAS-Bench-101: Improving Transferrability and Generalizability of Cross-Task Neural Architecture Search.
yawen-d's Repositories
yawen-d/Logistic-Regression-on-MNIST-with-NumPy-from-Scratch
Implementing Logistic Regression on MNIST dataset from scratch
yawen-d/TransNASBench
This repository contains the publishable code for CVPR 2021 paper TransNAS-Bench-101: Improving Transferrability and Generalizability of Cross-Task Neural Architecture Search.
yawen-d/DQN_Family_PyTorch
This is a repository of DQN and its variants implementation in PyTorch based on the original papar.
yawen-d/Neural-Network-on-MNIST-with-NumPy-from-Scratch
Implement and train a neural network from scratch in Python for the MNIST dataset (no PyTorch).
yawen-d/dmc2gym
OpenAI Gym wrapper for the DeepMind Control Suite
yawen-d/Generative_Adversarial_Networks-in-PyTorch
yawen-d/MNIST-with-CNN-from-Scratch
Implement and train a CNN from scratch in Python for the MNIST dataset (no PyTorch).
yawen-d/TensorFlow-Core
This is the learning notes and mini projects by TensorFlow learning based on "TensorFlow 1.x Deep Learning Cookbook" by Antonio Gulli & Amita Kapoor.
yawen-d/academic-website
yawen-d/Causality4NLP_Papers
A reading list for papers on causality for natural language processing (NLP)
yawen-d/CIFAR10-Classifier-CNN-in-PyTorch
Implement and train a CNN classifier in PyTorch for the CIFAR10 dataset
yawen-d/CIFAR100-ResNet-PyTorch
yawen-d/dm_control
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
yawen-d/flow
Computational framework for reinforcement learning in traffic control
yawen-d/hh-rlhf
Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
yawen-d/KataGo
GTP engine and self-play learning in Go
yawen-d/Key-Paper-Summary-in-DRL
This repository contains the summaries of around 100 key papers on deep reinforcement learning listed in on OpenAI Spinning Up.
yawen-d/Logistic-Regression-Explained
yawen-d/Minigrid
Simple and easily configurable grid world environments for reinforcement learning
yawen-d/MLMI
MPhil Machine Learning and Machine Intelligence @ University of Cambridge
yawen-d/mphil-intro-module
Jupyter notebooks on inference, regression and classification for MPhil students
yawen-d/OpenAI_DeepRL_Spinning_Up
This is a repository of study materials, implementation codes and notes on OpenAI Spinning Up in Deep Reinforcement Learning.
yawen-d/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers