Andreas Giannoutsos's repositories
car_racer_gym
Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.
Twitter-Sentiment-Analysis-with-LSTMs-ELMo
Twitter Sentiment analysis using RNS like LSTMs, GRUs and enhancing the performance with ELMo embeddings and a self-attention model
End-to-End-Lane-Detection
End to End Lane Detection for autonomous driving. Comparing various Autoencoder models with classic edge detection filters and Hough transforms.
Volterra-Convolutions
My thesis project on non linear Volterra Convolutions
Image_Classification_with_Convolutional_Autoencoder
Written digits images classification with Convolutional Autoencoders in Keras
COVID19-document-retrieval-with-BERT
This project is about developing a document retrieval system to return titles and the context of scientific papers containing the answer to a given user question
kakuro-solver
A simple kakuro CSP problem solver from AIMA python https://github.com/aimacode/aima-python
NMF-Recommendation-System
A Non Negative Matrix Factorization Recommendation System that suggests content for a social network application
simple-regression
A small ai project
web-server
A multi-threaded web server that handles questions about diseases over a distributed database
B-Plus-Tree-Database-Implementaion
A B-plus tree implementation in C with an intermediate cache memory manager
corssword_solver
A small project in C to solve random crosswords with a given wordlist
Latent_vs_Original_Space_Image_Classification
Image classification and unsupervised learning using latent space vectors produced by convolutional neural nets together with the original vectors space
mini-java-compiler
Mini-Java to LLVM IR compiler, a semester project for the compilers course at the University of Athens
readers-writers-problem-simulation
A simulation of the readers-writers problem with statistics
The-role-of-Artificial-Intelligence-in-future-technology
An essay that explains the role of AI in future technologies
AGiannoutsos
Config files for my GitHub profile.
airbnb-data-analysis
Data analysis for the Airbnbs located in Athens in 2019
Credit_Risk_ML_explainability
Investigating Machine Learning explainability in credit risk models by utilising LIME and DiCE methods
opengl-hello-world
A mini project in openGL that simulates a planet system with lights rotations and textures.
pacman-AI-Berkeley
Pacman AI projects 1 & 2 from UC Berkeley
Project-Management-Platform
Assignment on course Software Technology!