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Projects in Awesome Lists by djbyrne
A curated list of projects in awesome lists by djbyrne .
https://github.com/djbyrne/landing-a-rocket-with-simple-reinforcement-learning
This repo gives an example of using a simple method of reinforcement learning to beat the Lunar Lander environment. The agent uses a combination of CEM and neural networks using the pytorch library.
Last synced: 30 Jan 2025
https://github.com/djbyrne/td3
Implementation of the TD3 algorithm written in Pytorch
Last synced: 30 Jan 2025
https://github.com/djbyrne/montecarlo
Implementation of first visit Monte Carlo for prediction and control
Last synced: 30 Jan 2025
https://github.com/djbyrne/core_rl
Repo of core reinforcement learning algorithms and explanations using pytorch lightning
pytorch pytorch-lightning reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms
Last synced: 30 Jan 2025
https://github.com/djbyrne/cnn-on-the-cloud-
Code used to build an image classifier for the Fashion MNIST dataset. Built using the Keras library and trained on the FloydHub cloud platform
cloud-computing cnn-keras deep-learning deep-learning-tutorial fashion-mnist floydhub image-classifier neural-networks tutorial
Last synced: 30 Jan 2025
https://github.com/djbyrne/ddpg_reacher
Experiment to implement the DDPG algorithm to train a mechanical arm to reach for a moving target inside the unity ML-Agents virtual environment
Last synced: 30 Jan 2025
https://github.com/djbyrne/neural-network-from-scratch-tumour-diagnosis
This notebook goes through how to build a neural network using only numpy. The network classifies tumours, identifying if they are malignant or benign. This notebook uses the Breast Cancer Wisconsin dataset.
artificial-intelligence cloud-computing deep-learning-tutorial machine-learning neural-network neural-networks-from-scratch numpy python tutorial
Last synced: 30 Jan 2025
https://github.com/djbyrne/sac
Pytorch implementation of the Soft Actor Critic Algorithm
Last synced: 30 Jan 2025
https://github.com/djbyrne/mountaincar_td_lambda
Solution for mountain car environment using TD Lambda eligibility trace and RBF cells
Last synced: 30 Jan 2025
https://github.com/djbyrne/maddpg
Final project for the Udacity RL nano degree implementing Multi Agent Deep Deterministic Policy Gradients
Last synced: 30 Jan 2025
https://github.com/djbyrne/rl_workbench
Library containing Pytorch implementations of some of the main RL algorithms. This repo is used for my own learning purposes
Last synced: 30 Jan 2025
https://github.com/djbyrne/dqn_tensorflow
A jupyter notebook implementing the DQN model in VizDoom
Last synced: 30 Jan 2025
https://github.com/djbyrne/flappybirdrl
A reinforcement learning environment based on the mobile game "Flappy Bird" built using the Unity ml-agents framework
Last synced: 30 Jan 2025
https://github.com/djbyrne/ddqn_navigation
This is my submission for the Udacity navigation project in the Deep Reinforcement Learning Nano Degree
Last synced: 30 Jan 2025
https://github.com/djbyrne/cartpole_randomsearch
This is a simple solution to the cart pole environment provided by OpenAi
Last synced: 30 Jan 2025
https://github.com/djbyrne/cartpole_qtables
Solution to cart pole environment using basic Q tables
Last synced: 30 Jan 2025
https://github.com/djbyrne/neural-network-from-scratch-part-2-tensorflow
This notebook takes the the same dataset used in the previous notebook and it builds a classification network with tensor flow to diagnose cancer tumours.
Last synced: 30 Jan 2025
https://github.com/djbyrne/weatherapp
This is a project I made while completing the treehouse android developer course
Last synced: 30 Jan 2025
https://github.com/djbyrne/value-iteration
Simple implementation of value iteration using the Frozen Lake Environment
Last synced: 30 Jan 2025
https://github.com/djbyrne/cat_dog_classifier
This is a simple CNN made with keras to classify images of dogs and cats
Last synced: 30 Jan 2025
https://github.com/djbyrne/basicann
This is a demo of a basic artificial neural network developed with the Keras Library
Last synced: 30 Jan 2025
https://github.com/djbyrne/abalone
Abalone game developed in Java with Javafx library
Last synced: 30 Jan 2025
https://github.com/djbyrne/imdb_review_classifier
This is a basic sentiment analysis classifier for movie reviews based off the IMDB reviews dataset. The classifier is built with the Keras library using an LSTM layer
Last synced: 30 Jan 2025
https://github.com/djbyrne/ai_hack_nia
Nia is nutrition app using object classification and detection to gives users nutritional information about their meals and if the portion size is correct
Last synced: 30 Jan 2025