Ihor Stepanov's repositories
Categorical-word-embedding-with-GCN
GCN-based word embedding model, which utilizes information about the structure of sentences using dependencies parsing
spaCy-entity-linker
spaCy module for linking text to Wikidata items
UFS-algorithm
UFS is an unsupervised feature selection algorithm.
neural_lib
Basic neural networks library written in Python for educational purposes
SimpleTransformers
Simple reconstruction of transformers architecture togather with WordPiece tokenizer for educational purposes.
coreference-resolution
Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).
flashT5
A fast implementation of T5/UL2 in PyTorch using Flash Attention
GENRE
Autoregressive Entity Retrieval
gitignore
A collection of useful .gitignore templates
GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 24
hera
Deep Learning library bulit on top of JAX and inspired from PyTorch
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
neural-net-c
Neural networks implementation from scratch (C, CUDA)
PDF2CustomTable
Intelligent extraction tables from PDF documents
rust-neural-net
Neural nets from scratch on Rust
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
setfit
Efficient few-shot learning with Sentence Transformers
telegram-comments-analysis
This project is dedicated to the analysis of comments from Telegram using GPT-like models. It includes calling Telegram API and OpenAI GPT3-turbo and following analysis and visualization of the data.
text2table
Simple annotation tool for extraction tables from the text
transformers.js
State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!