Cameron Redovian's repositories
DeepConvolutionalVariationalAutoencoder
Keras implementation of DCVAE
ascii_cards
ASCII art representations of playing cards
DDQN
Pytorch implementation of Double Deep Q Network (DDQN) learning with vectorized environments
DeckOfCards
a deck of 52 playing cards built with Rust
ElephantDetector
African and Asian Elephant Object Detector - Keras YOLOv4
PPO
Pytorch implementation of Proximal Policy Optimization (PPO) for continuous action spaces
radar-sim-rs
Radar packet simulator written in Rust
reinforcement_learning
Implementations of various Reinforcement Learning algorithms in Python
SAC
Pytorch Implementation of Soft Actor Critic (SAC)
TD3
Pytorch implementation of twin delayed deep deterministic policy gradients (TD3)
AttentionIsAllYouNeed
PyTorch implementation of transformers with multi-headed self attention
CTRL-F
Pytorch implementation of CTRL-F: pairing convolution with transformer for image classification via multi-level feature cross-attention and representation learning fusion
DDPG
Pytorch implementation of Deep Deterministic Policy Gradients (DDPG)
DeformableCapsuleNetwork
Pytorch implementation of Deformable Capsule Networks (DeformCaps) for object detection
DiscretePPO
Pytorch implementation of Proximal Policy Optimization (PPO) for discrete action spaces
django_web
Web apps built with the Django framework and containerized with Docker.
ImageToCartoon
Simple script to make images look like cartoon animations
LaplacianNet
Laplacian Image Pyramid Convolutional Neural Network
machine_learning
Machine learning algorithms and experiments with Python.
math-ml
teaching agents to do math from scratch
REINFORCE
PyTorch implementation of Monte Carlo policy gradient reinforcement
robust_interpret
Tools for robustness evaluation in interpretability methods
SquirrelDetector
Squirrel Object Detector - Keras YOLOv4
SubtractNet
This network repeatedly takes the difference between parallel streams of convolutional blocks
ViTCapsuleNet
Hybrid Vision Transformer (ViT) Capsule Network
WeirdNets
A collection of strange neural network architectures, just for fun!