Library/fastTextForked

facebookresearch/fastText

fastText

Library for fast text representation and classification.

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Builder

Meta Research

facebookresearch • ai-lab

Stars

26,510

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Forks

4,813

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Activity Score

0/100

0 commits in 30d

Created

Jul 16, 2016

Project creation date

README Summary

FastText is Facebook Research's library for efficient learning of word representations and sentence classification. It provides fast text classification and representation learning capabilities that can handle large datasets with high performance. The library supports both supervised and unsupervised learning for natural language processing tasks.

AI Dev Skills

Unmapped

Word EmbeddingsText ClassificationNatural Language ProcessingWord Vector LearningSubword Information ProcessingHierarchical SoftmaxNegative Sampling

Taxonomy

AI Trends

Small Language Models Efficient NLP

Deployment Context

Self-hosted On-premise Cloud API

Modalities

Text

Skill Areas

Word Embeddings Text Classification Natural Language Processing Word Vector Learning Subword Information Processing Hierarchical Softmax Negative Sampling

Use Cases

Text Classification Word Vector Generation Language Identification Sentiment Analysis Document Categorization Word Similarity Computation

Recent Activity

Updated 2 years ago

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Quality

production

Quality: high
Maturity: production

PM Skills

Product DiscoveryData & Evaluation

Languages

HTML100.0%

Timeline

Project created: Jul 16, 2016
Forked: Mar 22, 2026
Your last push: 2 years ago
Upstream last push: 2 years ago
Tracked since: Mar 22, 2024

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