mr-easy/Restricted-Boltzmann-Machine

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Updated about 4 years ago

mr-easy/Restricted-Boltzmann-Machine

mr-easy

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Python implementation of Restricted Boltzmann Machine (RBM). And an example on MNIST dataset.

GMM-EM-Python

Python implementation of EM algorithm for GMM. And visualization for 2D case.

Jupyter Notebook

streaming_indicators

A python library for computing technical analysis indicators on streaming data.

Gibbs-Sampling-Visualized

Visualization of Gibbs sampling for 2D Gaussian distribution

Jupyter Notebook

Badminton-Stroke-Classification

Classifying badminton strokes based on accelorometer and gyroscope sensor data attached to player's wrist. An end-to-end Machine Learning project, from data collection and preprocessing to final model evaluation.

Jupyter Notebook

charLSTM

Pytorch implementation of character level LSTM for generating text, trained on Mark Twain's books.

process_scheduling

A project on comparison of different types of CPU process scheduling.

CodeChef-Solutions

Solutions to some awesome problems from codechef.

Turing-Machine-Simulator

A simulator for Turing Machine. (WIP)

SpaceDrift

An android game created in Android Studio.

TicTacToe

TicTacToe game made using Javascript.

K-Means

A simple visualization of K-Means algorithm in 2D

Jupyter Notebook

DL_Project_2

Deep Learning Project 2

DL_Project_1

Deep Learning Course Project - 1. FizzBuzz Program.

DL_Project_3

Deep Learning Project 3

Jupyter Notebook

mreasy.github.io

My personal website