Kosti's repositories
machine-learning-zettelkasten
Insert backlinks to markdown documents by using sklearn and cosine similarity.
awesome-deeplogic
A collection of papers of neural-symbolic AI (mainly focus on NLP applications)
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
knn-transformers
PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT
minDiffusion
Self-contained, minimalistic implementation of diffusion models with Pytorch.
multiverse
MultiVerse: Probabilistic Programming Language for Causal Reasoning
verlet-on-a-maze
Verlet. On a maze. Yes.
chatarena
ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
evaporate
This repo contains data and code for the paper "Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes"
gibbs-sampler-neural-networks
Gibbs sampler for neural network posteriors
LLaMPPL
A domain-specific probabilistic programming language for modeling and inference with language models
MultirateTrainingOfNNs
Supplement code to our ICML 2022 paper on Multirate Training of Neural Networks
otdd
Optimal Transport Dataset Distance
quinine
A library to create and manage configuration files, especially for machine learning projects.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
small-text
Active Learning for Text Classification in Python