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addressing-advanced-ml-topics

A group repository for implementing techniques that address advanced topics in Machine Learning. The topics covered include class imbalance, cost-sensitive learning, multi-label learning and explainable Machine Learning.

adventofcode2019

big-data-dominance

cat-dog-imageclassification

A simple transfer learning application of the Densenet201 network on PyTorch for a dogs vs cats image classification problem

crypto-blockchain-python

Having some fun with Bitcoin and Ethereum cryptocurrency scripting

cure-spark

CURE clustering algorithm implementation in Scala with Spark

forecaster

A simple weather forecaster with a UI written in Python. Displays current weather of a given location

fun-miscellaneous-random

A collection of small, useful and/or fun Python scripts created over the passage of time.

github-upload

graph-convolutional-anomaly-detection

A group project for classifying anomalous nodes in an attributed graph database

human-protein-image-classification

My code for the Kaggle competition, Zero to GANs - Human Protein Classification, hosted during a six-week course by Jovian.ml on freeCodeCamp. Came 167th out of 894 competitors.

integration-moviestore

Integration tests in Selenium, TestNG and Cucumber for my PHP project TMDb-moviestore. The project repository can be found here https://github.com/Enkhai/TMDb-moviestore

joke-generation-nlp

A group project for generating jokes and categorizing them using NLP

lstm-example

Implementation of an LSTM neural network using PyTorch

lucy

A bot largely inspired by Necto and trained using novel rewards functions

lucy-utils

A set of utilities for the Rocket League bot Lucy, useful for building effective Reinforcement Learning agents for Rocket League, using RLGym

machine-learning-dump

A collection of various machine learning exercises and hand-crafted algorithm implementations

neural-style-transfer

A neural image style transfer implementation using PyTorch

pytorch-cf-distributed

Matrix Factorization recommendation system examples written with PyTorch. Simple and distributed implementations

pytorch-chatbot

An attempt at creating a chatbot using a Seq2Seq LSTM model based on the PyTorch chatbot tutorial https://pytorch.org/tutorials/beginner/chatbot_tutorial.html

rlgym-examples

Training examples for the Rocket League Gym using Stable-Baselines3

rlgym-reward-analysis

A custom-made package for analyzing RLGym rewards using data visualization and analysis techniques.

sb3-device-alternating

PPO and DQN device-alternating algorithm variants for Stable Baselines3 v1.5.0

simple-des

An attempt at a simple DES algorithm Python implementation

stackoverflow2020survey-data-analysis

A detailed analysis of the 2020 StackOverflow developer survey in Jupyter notebooks using Pandas, Matplotlib and Seaborn. Part of the course Zero to Pandas, hosted by Jovian.ml

supercollider-exercises

Playground exercises for SuperCollider audio synthesis following the YouTube-hosted course of Eli Fieldsteel "Beginning Coding with SuperCollider"

tmdb-moviestore

An old PHP project for an online movie search engine based off of TMDb. Built using the php-tmdb-api API. Works best with PHP 7.1.9 and lower

wikijuice

A Windows experimental Wikipedia database creation project in C# based on the DotNetWikiBot API and the Pandoc application for the InformatiCS-Library desktop application.