Enkhai

Full-stack / Architect / ML Engineer Python, AWS, JS, LLMs, ML, RL

University of NicosiaThessaloniki, Greece

Pinned Repositories

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.
Language:Jupyter Notebook0 2 00
crypto-blockchain-python
Having some fun with Bitcoin and Ethereum cryptocurrency scripting
Language:Python1 2 00
graph-convolutional-anomaly-detection
A group project for classifying anomalous nodes in an attributed graph database
Language:Jupyter Notebook0 1 00
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.
Language:Jupyter Notebook1 2 00
joke-generation-nlp
A group project for generating jokes and categorizing them using NLP
Language:Python1 2 01
lstm-example
Implementation of an LSTM neural network using PyTorch
Language:Python1 2 00
Lucy
A bot largely inspired by Necto and trained using novel rewards functions
Language:Python1 2 00
machine-learning-dump
A collection of various machine learning exercises and hand-crafted algorithm implementations
Language:Jupyter Notebook0 2 00
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.
Language:C#2 1 00
gender_equality_observatory
A gender balance observatory on scientific research, by exploring curated data extracted from Google Scholar.
Language:Jupyter Notebook2 2 00

Enkhai's Repositories

Enkhai/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.
Language:C#2 1 00
Enkhai/cat-dog-imageClassification
A simple transfer learning application of the Densenet201 network on PyTorch for a dogs vs cats image classification problem
Language:Python1 2 0
Enkhai/crypto-blockchain-python
Having some fun with Bitcoin and Ethereum cryptocurrency scripting
Language:Python1 2 00
Enkhai/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.
Language:Jupyter Notebook1 2 00
Enkhai/joke-generation-nlp
A group project for generating jokes and categorizing them using NLP
Language:Python1 2 01
Enkhai/lstm-example
Implementation of an LSTM neural network using PyTorch
Language:Python1 2 00
Enkhai/Lucy
A bot largely inspired by Necto and trained using novel rewards functions
Language:Python1 2 00
Enkhai/neural-style-transfer
A neural image style transfer implementation using PyTorch
Language:Python1 2 00
Enkhai/pytorch-CF-distributed
Matrix Factorization recommendation system examples written with PyTorch. Simple and distributed implementations
Language:Python1 1 00
Enkhai/rlgym-examples
Training examples for the Rocket League Gym using Stable-Baselines3
Language:Python1
Enkhai/simple-DES
An attempt at a simple DES algorithm Python implementation
Language:Python1 2 00
Enkhai/SuperCollider-exercises
Playground exercises for SuperCollider audio synthesis following the YouTube-hosted course of Eli Fieldsteel "Beginning Coding with SuperCollider"
Language:SuperCollider1 2 01
Enkhai/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.
Language:Jupyter Notebook0 2 00
Enkhai/graph-convolutional-anomaly-detection
A group project for classifying anomalous nodes in an attributed graph database
Language:Jupyter Notebook0 1 00
Enkhai/machine-learning-dump
A collection of various machine learning exercises and hand-crafted algorithm implementations
Language:Jupyter Notebook0 2 00
Enkhai/AdventOfCode2019
Language:Python2 0
Enkhai/big-data-dominance
Language:Scala2 01
Enkhai/CURE-spark
CURE clustering algorithm implementation in Scala with Spark
Language:Scala2 0
Enkhai/Forecaster
A simple weather forecaster with a UI written in Python. Displays current weather of a given location
Language:Python2 0
Enkhai/fun-miscellaneous-random
A collection of small, useful and/or fun Python scripts created over the passage of time.
Language:Python2 0
Enkhai/github-upload
1 3
Enkhai/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
Language:Java2 0
Enkhai/lucy-utils
A set of utilities for the Rocket League bot Lucy, useful for building effective Reinforcement Learning agents for Rocket League, using RLGym
Language:Python2 0
Enkhai/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
Language:Python2 0
Enkhai/rlgym-reward-analysis
A custom-made package for analyzing RLGym rewards using data visualization and analysis techniques.
Language:Python1 0
Enkhai/sb3-device-alternating
PPO and DQN device-alternating algorithm variants for Stable Baselines3 v1.5.0
Language:Python
Enkhai/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
Language:Jupyter Notebook2 01
Enkhai/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
Language:CSS3 0