Richárd Kiss's starred repositories
ml-design-patterns
Software Architecture for ML engineers
OptimalDarts
We estimate individual skill models using a novel data-set based on darts matches that were played by the top 16 players in the world during the 2019 season. Using the fitted skill models and our zero-sum game problem formulation, we quantify the importance of playing strategically, i.e. taking into account the score and strategy of one's opponent, when computing an optimal strategy.
Vose-Alias-Method
Python implementation of Vose's alias method, an efficient algorithm for sampling from a discrete probability distribution. Uses only the Python Standard Library.
superlinked
A compute framework for building Search, RAG, Recommendations and Analytics over complex (structured+unstructured) data, with ultra-modal vector embeddings.
facebook-scraper
Scrape Facebook public pages without an API key
Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
llm_locally
Test what LLM + RAG setup can run locally using 8G VRAM GPU
event-alert
Alerts the user of the upcoming sport events.
Success-with-Nvidia-545-drivers-in-Ubuntu-22.04-LTS
There is a lot of scattered information on how to succeed with Nvidia GPUs and Ubuntu 22.04. This is what worked for us with a 3070 GPU.
gnn-benchmark
Framework for evaluating Graph Neural Network models on semi-supervised node classification task
PyNeuraLogic
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
hyperbolics
Hyperbolic Embeddings
Supervised-Learning-on-Relational-Databases-with-GNNs
Code to reproduce the results in the paper Supervised Learning on Relational Databases with Graph Neural Networks.
MLFoodProcessing
https://www.medrxiv.org/content/10.1101/2021.05.22.21257615
awesome-2vec
Curated list of 2vec-type embedding models
CS6208_2023
Advanced Topics in Artificial Intelligence, NUS CS6208, 2023