Pinned Repositories
job-recommendation-system
A lightweight demo app which recommends similar jobs. Combines unsupervised ML + IR.
practical-rl
My solutions to the Practical Reinforcement Learning course by Coursera/HSE.
salt-identification-with-uNet
A deep U-Net approach to seismic images segmentation for the Kaggle TGS Salt Identification Challenge.
scientific-success-prediction
Predicting scientific success with an LSTM Network after mining timeseries citation data from AMiner.org
seq2seq-chatbot
An attention-based seq2seq neural network chatbot with PyTorch, trained on Microsoft's MetaLWOz dataset.
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.
NILM
Code for our MPS 2019 paper entitled "A Machine Learning Approach for NILM based on Odd Harmonic Current Vectors"
genrec
Automatic musical genre recognition
edgar-crawler
The only open-source toolkit that can download EDGAR financial reports and extract textual data from specific item sections into nice and clean JSON files.
eloukas's Repositories
eloukas/practical-rl
My solutions to the Practical Reinforcement Learning course by Coursera/HSE.
eloukas/seq2seq-chatbot
An attention-based seq2seq neural network chatbot with PyTorch, trained on Microsoft's MetaLWOz dataset.
eloukas/job-recommendation-system
A lightweight demo app which recommends similar jobs. Combines unsupervised ML + IR.
eloukas/scientific-success-prediction
Predicting scientific success with an LSTM Network after mining timeseries citation data from AMiner.org
eloukas/uth-machine-learning
Hands-on weekly assignments containing supervised & unsupervised algorithms in R, Python, SaS, using real-world data.
eloukas/uth-operating-systems
Practical exercises on CPU scheduling, memory segmentation, paging policies and disk management.
eloukas/Data-science
Collection of useful data science topics along with code and articles
eloukas/http-server
A minimal, multithreaded Web Server from scratch that supports the HTTP GET method & XML parsing.
eloukas/salt-identification-with-uNet
A deep U-Net approach to seismic images segmentation for the Kaggle TGS Salt Identification Challenge.
eloukas/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
eloukas/genrec
Automatic musical genre recognition
eloukas/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.
eloukas/mlops-zoomcamp
Free MLOps course from DataTalks.Club
eloukas/mlops-zoomcamp-2024
eloukas/mlops-zoomcamp-mage
eloukas/narrator
David Attenborough narrates your life
eloukas/numpy
The fundamental package for scientific computing with Python.
eloukas/sec-insights
A real world full-stack application using LlamaIndex
eloukas/ShortGPT
🚀🎬 ShortGPT - Experimental AI framework for automated short/video content creation.
eloukas/uth-neuro-fuzzy-computing
Theory and practice of neural networks, deep learning and fuzzy logic.
eloukas/uth-pattern-recognition
Implementation of popular regression, classification and clustering techniques from scratch math.