Stella Douka's starred repositories
PlotNeuralNet
Latex code for making neural networks diagrams
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
pretty-print-confusion-matrix
Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib
rl_with_resets
JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"
tqc_pytorch
Implementation of Truncated Quantile Critics method for continuous reinforcement learning. https://bayesgroup.github.io/tqc/
fancyGradient
Powerful animated gradientView in swift 🌈
resource-allocation-using-optimization-algorithms
Resource allocation using optimization algorithms and python. Assigning the right resources with the right skills to specific projects or activities with certain requirements.
reward-reports
Documentation for dynamic machine learning systems.
cbir-deep-learning
Content-Based Image Retrieval (CBIR) with deep learning and Elasticsearch.
choquet-integral
This is an implementation of the Choquet Integral for Data Fusion. Some of this was written early in my python days, so forgive any poor conventions.
reputation_mechanism
Master Thesis
Popularity-Content-Management-Thesis
Part of my Bachelor's thesis, AUEB (2021, Supervisor: Vasilios Siris)
search-engine-extended
Extending seach engines with synonyms.
Information-Retrieval-Systems
CISI Database Retrieval System with java, lucine and dl4j
ml-flask-app
Web application written in Python using flask and deployed on Heroku. The purpose of this project was to connect a UI with 2 of the ML models I have developed for recognizing handwritten numbers.
Data-Structures-Project
Exercises for Creation and usage of Data stuctures, written in java
Multi-threading-processing-app
A simple programm written in C simulating the order processing of a restaurant
ImageSegmentation
The second assignment for my university's Machine Learning class @ AUEB 2021