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3d-led-cube-

The code contains the arduino code to produce various patterns for a 4x4 LED matrix.

algorithms

My Codes for various Algorithms I learn...

androjerry

Random game on pygame using pymunk physics

ars_bipedalwalker

The openai gym bipedal walker agent trained using Augmented Random Search.

axe76

basic_test_flask_app

Basic template for Flask-RESTful api

basictelegram-bot

A telegram bot with basic functionality. It can echo what the user's text or send a randomly generated photo of a dog.

chaotic_genesis

A hybrid chaotic map cryptosystem optimized with genetic algorithm

context_chatbot

A chatbot that has been trained to answer yes/no questions based on an input story.

coordinate-detection-computer-vision

A coordinate detection code for an overhead camera view to detect position of objects based on their colour on a 2D coordinate system. This code returns the midpoint of the objects in (x,y) format. It may be modified based on the colour of the desired object to be detected

covid_classifier

A model that classifies a chest xray image into either the healthy or the covid category

deep_q_network_cartpole

Solves the CartPole-v1 environment in OpenAI Gym using Keras based neural network.

deeprl_policygradient

The algorithm is a solution for Openai's CartPole environment. The algorithm uses a Policy Gradient to train a neural network to predict the best action in a particular state.

denoising-autoencoder

A denoising autoencoder trained on the MNIST dataset. The noisy images for training are generated by randomly adding salt and pepper noise to the MNIST dataset

encoded-rl

Autoencoder dimensionality reduction +RL

facial-emotion-recog

A CNN model that detects facial emotions. Trained on https://www.kaggle.com/jonathanoheix/face-expression-recognition-dataset

facial_emotion_recognition

Works in Real Time

flutter-trials

Learning Flutter

geneticalgo_flappybird

A genetic algorithm optimized AI that plays the flappy bird game.

handwriting_crnn

OCR for cursive handwriting

image-captioning-attention

Image captioning with attention using VGG 16 transfer learning

keras-based-binary-counter

The code consists of a simple Sequential model that takes a 4 bit binary input and outputs the next 4 bit binary number in a count sequence.

mathematical-linear-regression-without-keras-or-tensorflow-

The code contains a linear regression model acting like a binary classifier containing the mathematics behind training such a model using the sigmoid activation function.

ml-based-energy-consumption-prediction

The code is an LSTM Recurrent Neural Network that predicts energy consumption based on the usage over the past 60 days.

model-zoo

The contribution repo for smoketrees model zoo

neat_puzzle_8

A NEAT way of solving Puzzle 8

neural-translator.-

A german to english translator. Dataset taken from http://www.manythings.org/anki/deu-eng.zip.

neural_style_transfer

A network that merges the style of one image with the content of another.

pianogan

A GAN that generates piano music

pymunk_and_pyglet

Reference repo for pymunk and pyglet