Kostas Stathoulopoulos's repositories
vector_engine
Build a semantic search engine with Transformers and Faiss
acl-search-engine
Streamlit app and a vector-based search engine to explore and search for papers presented at the ACL
butter-robot
Twitter bot that posts Rick and Morty facts
misinformation-explorer
Misinformation research explorer app that's powered by Streamlit and deployed on AWS Elasticbeanstalk
african-meetup-analysis
Analysis of Meetup in Africa
cb-health-org-prediction
Predict CB organisations working on health.
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
covid19-classifier
Build a text classifier with transformers (huggingface) and Pytorch Lightning.
discovery_generative_ai
We are exploring the potential impact of Generative AI on Nesta's Missions and work to uncover opportunities and risks that can inform Nesta’s strategy.
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
ghtorrent.org
The GHtorrent project website
github-analysis
An analysis of GitHub data
google-api-geocoding
Recipes to geocode data with Google API.
orion
A data collection, enrichment and analysis system making research in the life sciences accessible through a semantic search engine and explorable data visualisations.
outlines
Structured Text Generation
search_fundamentals_course
Public repository for the Search Fundamentals course taught by Daniel Tunkelang and Grant Ingersoll. Available at https://corise.com/course/search-fundamentals?utm_source=daniel
search_with_machine_learning_course
Public repository for the Search with Machine Learning course taught by Daniel Tunkelang and Grant Ingersoll. Available at https://corise.com/course/search-with-machine-learning?utm_source=daniel.
text-similarity-tutorial
Tutorial for the IC2S2 focused on NLP and semantic textual similarity
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
umap
Uniform Manifold Approximation and Projection