Dấu chân GitHub công khai của Explosion

💫 Industrial-strength Natural Language Processing (NLP) in Python

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

👩‍🏫 Advanced NLP with spaCy: A free online course

💫 Models for the spaCy Natural Language Processing (NLP) library

🦆 Contextually-keyed word vectors

🪐 End-to-end NLP workflows from prototype to production

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

🦙 Integrating LLMs into structured NLP pipelines

📚 Process PDFs, Word documents and more with spaCy

🤖 A PyTorch library of curated Transformer models and their composable components

👑 spaCy building blocks and visualizers for Streamlit apps

💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

🦉 Modern high-performance serialization utilities for Python (JSON, MessagePack, Pickle)

🍣 A lightweight console printing and formatting toolkit

💥 Cython memory pool for RAII-style memory management

:boom: displaCy.js: An open-source NLP visualiser for the modern web

🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy

✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3

🌓 Bringing pjreddie's DarkNet out of the shadows #yolo

💫 Jupyter notebooks for spaCy examples and tutorials

💫 REST microservices for various spaCy-related tasks

💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!

:boom: displaCy-ent.js: An open-source named entity visualiser for the modern web

Robust and Fast tokenizations alignment library for Rust and Python https://tamuhey.github.io/tokenizations/

:candy: Confection: the sweetest config system for Python

🧬 A JupyterLab extension for annotating data with Prodigy

Super lightweight function registries for your library

💙 Emoji handling and meta data for spaCy with custom extension attributes

🎡 Automated build repo for Python wheels and source packages

💫 Scripts, tools and resources for developing spaCy

📂 Additional lookup tables and data resources for spaCy

🕊️ Radically lightweight command-line interfaces

🧪 Cutting-edge experimental spaCy components and features

🍏 Make Thinc faster on macOS by calling into Apple's native Accelerate library

🦦 weasel: A small and easy workflow system

💥 Browser-based slides or PDFs of our talks and presentations

Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.

💥 Cython hash tables that assume keys are pre-hashed

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

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

☄️ Parallel and distributed training with spaCy and Ray

💥 Cython bindings for MurmurHash2

🌊 Machine learning dataset loaders for testing and example scripts

🤗 Push your spaCy pipelines to the Hugging Face Hub

💥 Explosion Assets

Generate a SQLite database from Wikipedia & Wikidata dumps.

A Prodigy plugin for PDF annotation

💫 A spaCy package for Yohei Tamura's Rust tokenizations library

spaCy entry points for Curated Transformers

spaCy extension for Visual Studio Code

🧬 A VS Code extension for annotating data with Prodigy

Train huggingface models on top of Prodigy annotations

💫 Runtime performance comparison of spaCy against other NLP libraries

Wrapper for the macOS signpost API

🌸 Train floret vectors

A slightly cleaned up version of the scripts & data for the CoNLL 2012 Coreference task.

🔎 A Prodigy plugin for evaluating spaCy pipelines

Lightweight piece tokenization library

📟 Logging utilities for spaCy

Select pixels in Prodigy via Facebook's Segment-Anything model.

🔮 GPU kernels for Thinc

A Prodigy pluging for ANN techniques

Audio transcription with OpenAI's whisper model in the loop.

🕸️ Legacy architectures and other registered spaCy v3.x functions for backwards-compatibility

Code for our presentation in Princeton DH 2023 April.

A Prodigy plugin for document search via LUNR

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:octocat: GitHub settings

Loaders for various span labeling datasets

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Materials for the aiGrunn 2023 talk on spaCy Transformer pipelines

📒 Repository used to build Binder images for the interactive spaCy code examples

BLAS-like Library Instantiation Software Framework

Terraform definitions for self-hosted Ellf clusters

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Add-ons for Curated Transformers

Nginx container that allows for environmental variable use to set nginx configuration.