Ryan's starred repositories
muzero-general
MuZero
chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
geoblender
Tutorials for making 3D-looking maps with Blender and QGIS
alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
Blend_My_NFTs
Easily generate thousands of 3D models, images, and animation automatically in Blender for free with Blend_My_NFTs.
EfficientZero
Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.
concept-to-clinic
ALCF Concept to Clinic Challenge
tiatoolbox
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
awesome-dl-projects
This is a collection of the code that accompanies the reports in The Gallery by Weights & Biases.
gym-continuousDoubleAuction
A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
Diabetic-Retinopathy-Detection
DIAGNOSIS OF DIABETIC RETINOPATHY FROM FUNDUS IMAGES USING SVM, KNN, and attention-based CNN models with GradCam score for interpretability,
Skin-Cancer-Classification-using-Deep-Learning
Classify Skin cancer from the skin lesion images using Image classification. The dataset for the project is obtained from the Kaggle SIIM-ISIC-Melanoma-Classification competition.
DeepLOB-Model-Implementation-Project
This repo contains some codes and outputs of my implementation of DeepLOB model.
rl-policies-attacks-defenses
Adversarial attacks on Deep Reinforcement Learning (RL)
Lung_cancer
This Repository Consist of work related to the detection of Lung Cancer and Malignant Lung Nodules from Chest Radio Graphs using Computer Vision and algorithms, Image Processing and Machine Learning Technology.
Detecting-diabetic-retinopathy
Deep learning applied to Kaggle's Diabetic retinopathy dataset.