Nlp Libraries

74 Components & Libraries

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Nlp Libraries

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow These models can be applied on: Here are a few examples: In Natural Language Processing: In Computer Vision: In Audio: In Multimoda…

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:

500 AI Machine learning Deep learning Computer vision NLP Projects with code

An open-source NLP research library, built on PyTorch.

An Apache 2.0 NLP research library, built on PyTorch, for developing state-of-the-art deep learning models on a wide variety of linguistic tasks. When you're ready to start your project, we…

:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-3 and alike). Haystack offers production-ready tools to quickly build ChatGPT-like question answering, semantic search, text generation, and more.

This command installs everything needed for basic Pipelines that use an Elasticsearch DocumentStore. To use more advanced features, like certain DocumentStores, FileConverters, OCR, or Ray, install f…

An open-source, low-code machine learning library in Python

PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the exp…

Mycroft Core, the Mycroft Artificial Intelligence platform.

Mycroft is a hackable open source voice assistant. NOTE: The default branch for this repository is 'dev', which should be considered a work-in-progress. If you want to clone a more stable version, sw…

Transforms PDF, Documents and Images into Enriched Structured Data

It provides analysts, data scientists and developers with clean structured and label-enriched information set for ready-to-use applications ranging from data entry and document analysts automation, a…

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

All notebooks were created with the readers in mind. Every notebook starts with a high-level overview of any specific algorithm/concept being covered. Wherever possible, visuals are used to make thin…

Snips Python library to extract meaning from text

Behind every chatbot and voice assistant lies a common piece of technology: Natural Language Understanding (NLU). Anytime a user interacts with an AI using natural language, their words need to be tr…

🛠 All-in-one web-based IDE specialized for machine learning and data science.

The ML workspace is an all-in-one web-based IDE specialized for machine learning and data science. It is simple to deploy and gets you started within minutes to productively built ML solutions on you…

A library for debugging/inspecting machine learning classifiers and explaining their predictions

ELI5 is a Python package which helps to debug machine learning classifiers and explain their predictions. It provides support for the following machine learning frameworks and packages: License is MI…

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

TextAttack is a Python framework for adversarial attacks, data augmentation, and model training in NLP. There are lots of reasons to use TextAttack: You should be running Python 3.6+ to use this pack…

aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)

This synchronization map can be output to file in several formats, depending on its application: The generic OS-independent procedure is simple: No copy rights were harmed in the making of this proje…

Library to scrape and clean web pages to create massive datasets.

A straightforward library that allows you to crawl, clean up, and deduplicate webpages to create massive monolingual datasets. Using this library, you should be able to create datasets larger than th…

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

Popular use cases for this library include: If you work directly from this Git repo, be sure to install the dependencies as well: Then to use the library with a simple use case: We welcome people get…

Open-source offline translation library written in Python

Argos Translate also manages automatically pivoting through intermediate languages to translate between languages that don't have a direct translation between them installed. For example, if you have…

✨ Open-source tool for data-centric NLP. Argilla helps domain experts and data teams to build better NLP datasets in less time.

Argilla Client: a powerful Python library for reading and writing data into Argilla, using all the libraries you love (transformers, spaCy, datasets, and any other). Argilla Server and UI: the API an…

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Text analytics can be a bit overwhelming and frustrating at times with the unstructured and noisy nature of textual data and the vast amount of information available. "Text Analytics with Python" is …

news-please - an integrated web crawler and information extractor for news that just works

news-please supports three main use cases, which are explained in more detail in the following. It's super easy, we promise! news-please runs on Python 3.5+. You can access the core functionality of …

✨ Rubrix, open-source framework for data-centric NLP. Data annotation and monitoring for enterprise NLP

Why Rubrix? Interactive weak supervision. Building a news classifier with user search queries: Getting started with Rubrix is as easy as: Then simply run: After a few iterations of data annotation, w…

Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

This makes Apache Tika available as a Python library, installable via Setuptools, Pip and Easy Install. To use this library, you need to have Java 7+ installed on your system as tika-python starts up…

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Codes in NLP, Deep Learning, Reinforcement Learning and Artificial Intelligence I am a Data Scientist and I code in R, Python and Wolfram Mathematica. Here you will find some Machine Learning, Deep L…

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

Here are several solutions for a wide range of scenarios. Each solution contains a Jupyter Notebook and a Docker deployable solution, meaning anyone can run it on their local machine. In addition to …

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch The content of this document is organized as follows: Note that whil…

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Thank you for reading and for being a supporter of Towards AI! Big thank you to C4H3I LLC for sponsoring us in June, 2022!

MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers

Fully-automated scripts for collecting AI-related papers. Support fuzzy and exact search for paper titles. Current installation is to clone this repo. To start the interactive, type: Serveral steps …