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advanced-rl

Solutions for Deep RL problems from Deep RL Hands-On 2E

ai-lab

AI lab problems and solutions

alzheimer-s-disease-detection

android-developer-roadmap

Android Developer Roadmap - A complete roadmap to learn Android App Development

assembly-programs

awesome-deep-rl

A curated list of awesome Deep Reinforcement Learning resources.

aws-machine-learning-university-accelerated-cv

censorship-of-faces-mtcnn

Anonymisation of video data using mtcnn and tensorflow

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

cpp-opengl

Sample programs in CPP using OpenGL

cpp-sdl2

Sample programs in CPP using the SDL 2 Library

deep-reinforcement-learning-hands-on-second-edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

dql-snake-v1

DQN agent to solve snake using feature engineering.

dql-snake-v2

DQN agent which plays snake with raw pixel values rather than with feature selection.

general-nn

General neural network (Vectorised with numpy) class with flexible layers and activations.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

impulse-2d

A basic 2D physics engine created using SDL-2

kaggle-cats-vs-dogs

Kaggle cats vs dogs solution trained on GPU using keras with image augmentation

keras-yolo3

Training and Detecting Objects with YOLO3

leankloud-task

Code for leankloud programming test

mnist-solution-cnn-keras

Solution for the mnist dataset using a CNN created with the keras programming framework. 99% accuracy.

mnist-solution-nn

Vectorised solution for the mnist handwritten digits dataset with 90%+ accuracy using my general neural network class. (No special libraries used)

networks-lab

Solution for network lab problems

objectdetectionyolov3

Object detection using port of YOLOV3 from Darknet to Keras

pytorch-basics

Beginner pytorch stuff

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl-cartpole

Open AI Gym cartpole problem solved using deep q learning.

sniplet

Free and Open-Source Command Line tool for Text Replacement

tetris-mania

Tetris game built with SDL2 and CPP