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Name: Ihor Stepanov
Type: User
Company: Knowledgator Engineering
Bio: I am excited to develop AI systems for the expenditure of human knowledge.
Twitter: ihor_step
Location: Kyiv, Ukraine
Name: Ihor Stepanov
Type: User
Company: Knowledgator Engineering
Bio: I am excited to develop AI systems for the expenditure of human knowledge.
Twitter: ihor_step
Location: Kyiv, Ukraine
🚀100 Times Faster Natural Language Processing in Python - iPython notebook
GCN-based word embedding model, which utilizes information about the structure of sentences using dependencies parsing
Convolutional 2D Knowledge Graph Embeddings resources
Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).
code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"
PyTorch Python3 implementation of the algorithm DeepPath
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
A fast implementation of T5/UL2 in PyTorch using Flash Attention
Autoregressive Entity Retrieval
A collection of useful .gitignore templates
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 24
Deep Learning library bulit on top of JAX and inspired from PyTorch
ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Neural networks implementation from scratch (C, CUDA)
Basic neural networks library written in Python for educational purposes
Intelligent extraction tables from PDF documents
Information theory based approach for text classification, a very fast and robust method
Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
Neural nets from scratch on Rust
Fast and accurate text classifier on Rust
Multilingual Sentence & Image Embeddings with BERT
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.