juliamakogon

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

nlp-architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

lingua-py

The most accurate natural language detection library for Python, suitable for short text and mixed-language text

spacy-streamlit

👑 spaCy building blocks and visualizers for Streamlit apps

spikex

SpikeX - SpaCy Pipes for Knowledge Extraction

negspacy

spaCy pipeline object for negating concepts in text

classy-classification

This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.

wikipedia-word-frequency

Gather modern English word frequencies from all enwiki articles.

UD_English-EWT

English data

cherry

A PyTorch Library for Reinforcement Learning Research

pyhunspell

(Official repo for pypi package) Python bindings for the Hunspell spellchecker engine

The-Complete-Neural-Networks-Bootcamp-Theory-Applications

Code Files for the Udemy Course: The Complete Neural Networks Bootcamp: Theory, Applications

spacy-udpipe

spaCy + UDPipe

augmenty

Augmenty is an augmentation library based on spaCy for augmenting texts.

education

Materials for my lectures and for self-study in machine learning

recon

Recon NER, Debug and correct annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality of your data.

Machine-Learning

Awesome list (courses, books, videos etc.) and implementation of Machine Learning Algorithms

TextAnnotationGraphs

A modular annotation system that supports complex, interactive annotation graphs embedded on top of sequences of text.

ner-uk

Ukranian NER annotation project

dkpro-cassis

UIMA CAS processing library written in Python

spacy-huggingface-pipelines

💥 Use Hugging Face text and token classification pipelines directly in spaCy

similaripy

Fast Python KNN-Similarity algorithms for Collaborative Filtering models in Recommender System and others.

bratreader

Python code for reading Brat Repositories. Supports saving and reading from XML files for easy acces to annotations.

multinerd

Repository for the paper "MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation)" (NAACL 2022).

ukrainian-word-stress-dictionary

Dictionary of word stresses in the Ukrainian language 🇺🇦

deep-learning-for-audio

wiki-wordlists

Generates Unicode word frequency lists from Wikipedia pages in any language.

lexical-negation-dictionary

document_similarity_based_on_bloom_filter

Documents similarity detection using bloom filter. This project is done under the partial requirement of Project work for Masters in Knowledge Engineering in Pulchowk campus.