Lefteris Loukas's repositories
practical-rl
My solutions to the Practical Reinforcement Learning course by Coursera/HSE.
seq2seq-chatbot
An attention-based seq2seq neural network chatbot with PyTorch, trained on Microsoft's MetaLWOz dataset.
job-recommendation-system
A lightweight demo app which recommends similar jobs. Combines unsupervised ML + IR.
scientific-success-prediction
Predicting scientific success with an LSTM Network after mining timeseries citation data from AMiner.org
uth-machine-learning
Hands-on weekly assignments containing supervised & unsupervised algorithms in R, Python, SaS, using real-world data.
uth-operating-systems
Practical exercises on CPU scheduling, memory segmentation, paging policies and disk management.
Data-science
Collection of useful data science topics along with code and articles
http-server
A minimal, multithreaded Web Server from scratch that supports the HTTP GET method & XML parsing.
salt-identification-with-uNet
A deep U-Net approach to seismic images segmentation for the Kaggle TGS Salt Identification Challenge.
Azure-Cognitive-Search-Azure-OpenAI-Accelerator
Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure AI Search + Azure SQL + Bing API + Azure Document Intelligence + LangChain + CosmosDB
genrec
Automatic musical genre recognition
GeoLift
GeoLift is an end-to-end geo-experimental methodology based on Synthetic Control Methods used to measure the true incremental effect (Lift) of ad campaign.
mlops-zoomcamp
Free MLOps course from DataTalks.Club
narrator
David Attenborough narrates your life
numpy
The fundamental package for scientific computing with Python.
sec-insights
A real world full-stack application using LlamaIndex
ShortGPT
🚀🎬 ShortGPT - Experimental AI framework for automated short/video content creation.
uth-neuro-fuzzy-computing
Theory and practice of neural networks, deep learning and fuzzy logic.
uth-pattern-recognition
Implementation of popular regression, classification and clustering techniques from scratch math.