naivoder

algorithms

Solutions to interesting problems, implementations of abstract data types and fundamental algorithms, benchmarks and more. Having fun with python!

ascii_cards

ASCII art representations of playing cards

AttentionIsAllYouNeed

PyTorch implementation of transformers with multi-headed self attention

DCVAE

Keras implementation of a deep convolutional variational autoencoder (DCVAE) evaluated on the MNIST dataset

DigitalTwin

ROS digital twin simulation, inverse kinematic trajectory planning, collision avoidance and local network communication using UR10 manipulator.

DQN

Pytorch implementation of Deep Q Network (DQN) learning with vectorized environments

DuelingDDQN

PyTorch implementation of Dueling Double Deep Q-Learning (Dueling DDQN) for Atari environments

feeder

Intelligent pest control application - CNN and water turret to defend bird feeder from squirrels

MCTSr

Monte Carlo Tree Search Self-Refine (MCTSr)

SAC

Pytorch Implementation of Soft Actor Critic (SAC)

naivoder/MCTSr

Monte Carlo Tree Search Self-Refine (MCTSr)

naivoder/DQN

Pytorch implementation of Deep Q Network (DQN) learning with vectorized environments

naivoder/ascii_cards

ASCII art representations of playing cards

naivoder/AttentionIsAllYouNeed

PyTorch implementation of transformers with multi-headed self attention

naivoder/DDQN

Pytorch implementation of Double Deep Q Network (DDQN) learning with vectorized environments

naivoder/DeckOfCards

a deck of 52 playing cards built with Rust

naivoder/DuelingDDQN

PyTorch implementation of Dueling Double Deep Q-Learning (Dueling DDQN) for Atari environments

naivoder/ElephantDetector

African and Asian Elephant Object Detector - Keras YOLOv4

naivoder/PPO

Pytorch implementation of Proximal Policy Optimization (PPO) for continuous action spaces

naivoder/radar-sim-rs

Radar packet simulator written in Rust

naivoder/reinforcement_learning

Implementations of various Reinforcement Learning algorithms in Python

naivoder/SAC

Pytorch Implementation of Soft Actor Critic (SAC)

naivoder/TD3

Pytorch implementation of twin delayed deep deterministic policy gradients (TD3)

naivoder/CTRL-F

Pytorch implementation of CTRL-F: pairing convolution with transformer for image classification via multi-level feature cross-attention and representation learning fusion

naivoder/DDPG

Pytorch implementation of Deep Deterministic Policy Gradients (DDPG)

naivoder/DeformableCapsuleNetwork

Pytorch implementation of Deformable Capsule Networks (DeformCaps) for object detection

naivoder/DiscretePPO

Pytorch implementation of Proximal Policy Optimization (PPO) for discrete action spaces

naivoder/django_web

Web apps built with the Django framework and containerized with Docker.

naivoder/ImageToCartoon

Simple script to make images look like cartoon animations

naivoder/LaplacianNet

Laplacian Image Pyramid Convolutional Neural Network

naivoder/machine_learning

Machine learning algorithms and experiments with Python.

naivoder/math-ml

teaching agents to do math from scratch

naivoder/REINFORCE

PyTorch implementation of Monte Carlo policy gradient reinforcement

naivoder/robust_interpret

Tools for robustness evaluation in interpretability methods

naivoder/ROS2_experiments

naivoder/sleepy

A bash script that just wants to take a nap. Leave it alone!

naivoder/SquirrelDetector

Squirrel Object Detector - Keras YOLOv4

naivoder/SubtractNet

This network repeatedly takes the difference between parallel streams of convolutional blocks

naivoder/ViTCapsuleNet

Hybrid Vision Transformer (ViT) Capsule Network

naivoder/WeirdNets

A collection of strange neural network architectures, just for fun!