810 Open source projects that are alternatives of or similar to Stanza Old

Text vectorization tool to outperform TFIDF for classification tasks

Weaving analytical stories from text data

Interpretable data visualizations for understanding how texts differ at the word level

KNIME - Text Processing Extension (Labs)

Mycroft's multilingual text parsing and formatting library

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Textpipe: clean and extract metadata from text

Preprocessing Library for Natural Language Processing

Korpuslinguistik war noch nie so einfach...

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

An easy-to-use library to extract indices from texts.

PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language model. There are also more complex data types and algorithms. Moreover, there are parsers for file formats common in NLP (e.g. FoLiA/Giza/Moses/ARPA/Timbl/CQL). There are also clients to interface with various NLP specific servers. PyNLPl most notably features a very extensive library for working with FoLiA XML (Format for Linguistic Annotation).

Resources for learning about Text Mining and Natural Language Processing

A neural network intent parser

THE String Processing Package for R (with ICU)

Language, Knowledge, Cognition

Open Korean Text Processor - An Open-source Korean Text Processor

Librería en Python para minería de texto y NLP

CogComp's light-weight Python NLP annotators

🌿 An easy-to-use Japanese Text Processing tool, which makes it possible to switch tokenizers with small changes of code.

Python library for Natural Language Preprocessing (NLPre)

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

Code for the old version of BioMedICUS, for the new version see the biomedicus3 repository.

Expands texts as you type, naturally

An overview of the AI-as-a-service landscape

My personal toolkit for PyTorch development.

🔮 Neuro.js is machine learning library for building AI assistants and chat-bots (WIP).

Fast and customizable text tokenization library with BPE and SentencePiece support

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

Notebooks for the Seattle PyData 2017 talk on Scattertext

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Machine Learning University: Accelerated Natural Language Processing Class

💫 Scripts, tools and resources for developing spaCy

LexPredict ContraxSuite

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Unsupervised Data Augmentation (UDA)

A baseline implementation for FNC-1

A curated list of NLP resources for Hungarian

Persian (Farsi) Stop Words List

Machine reading comprehension on clinical case reports

🎀 JavaScript API for spaCy with Python REST API

Code for Sluice networks: Learning what to share between loosely related tasks

Deep Learning model to analyze a large corpus of clear text passwords.

Calculating ROUGE score between two files (line-by-line)

A collection of Natural language processing pre-trained models.

A two-level morphological analyzer for Turkish.

Code examples in pyTorch and Tensorflow for CS230

Data augmentation for NLP

Code for Learning to select data for transfer learning with Bayesian Optimization

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

NLP, before and after spaCy

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

NLPCC 2016 微博分词评测项目

Beautiful visualizations of how language differs among document types.

Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)

Text Mining and Topic Modeling Toolkit for Python with parallel processing power

Character-based word embeddings model based on RNN for handling real world texts

Python wraper for MetaMap

The repository provides usefull python scripts for ML and data analysis