Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
Top 0.7% on pypi.org
Top 1.1% downloads on pypi.org
Top 0.3% dependent packages on pypi.org
Top 0.6% dependent repos on pypi.org
Top 0.3% forks on pypi.org
Top 1.5% docker downloads on pypi.org
Top 1.1% downloads on pypi.org
Top 0.3% dependent packages on pypi.org
Top 0.6% dependent repos on pypi.org
Top 0.3% forks on pypi.org
Top 1.5% docker downloads on pypi.org
pypi.org : flair
A very simple framework for state-of-the-art NLP
Registry
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Source
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purl: pkg:pypi/flair
Keywords: machine-learning, named-entity-recognition, natural-language-processing, nlp, pytorch, semantic-role-labeling, sequence-labeling, word-embeddings
License: MIT
Latest release: 5 months ago
First release: almost 6 years ago
Dependent packages: 39
Dependent repositories: 497
Downloads: 211,787 last month
Stars: 13,329 on GitHub
Forks: 2,051 on GitHub
Docker dependents: 22
Docker downloads: 24,122
Total Commits: 4460
Committers: 260
Average commits per author: 17.154
Development Distribution Score (DDS): 0.72
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Funding links: https://github.com/sponsors/alanakbik
Last synced: 6 days ago
monapipe 4.1.1
MONAPipe provides natural-language-processing tools for German, implemented in Python/spaCy.6 versions - Latest release: 9 days ago - 130 downloads last month - 1 maintainer
Top 1.5% on pypi.org
37 versions - Latest release: 13 days ago - 24 dependent packages - 65 dependent repositories - 164 thousand downloads last month - 5,611 stars on GitHub - 1 maintainer
bertopic 0.16.2
BERTopic performs topic Modeling with state-of-the-art transformer models.37 versions - Latest release: 13 days ago - 24 dependent packages - 65 dependent repositories - 164 thousand downloads last month - 5,611 stars on GitHub - 1 maintainer
gliner 0.1.13
Generalist model for NER (Extract any entity types from texts)16 versions - Latest release: 14 days ago - 3 dependent packages - 65.3 thousand downloads last month - 686 stars on GitHub - 1 maintainer
autopipeline 0.1.349
340 versions - Latest release: 16 days ago - 3.89 thousand downloads last month - 1 maintaineriisrapi 1.2.1
6 versions - Latest release: 19 days ago - 650 downloads last month - 1 maintainer
Top 1.4% on pypi.org
50 versions - Latest release: about 1 month ago - 10 dependent packages - 634 dependent repositories - 434 thousand downloads last month - 3,084 stars on GitHub - 1 maintainer
argilla 1.27.0
Open-source tool for exploring, labeling, and monitoring data for NLP projects.50 versions - Latest release: about 1 month ago - 10 dependent packages - 634 dependent repositories - 434 thousand downloads last month - 3,084 stars on GitHub - 1 maintainer
sloyka 0.1.0
Library for city identity analysis from social media posts and comments10 versions - Latest release: 2 months ago - 72 downloads last month - 6 stars on GitHub - 1 maintainer
Top 2.8% on pypi.org
42 versions - Latest release: 3 months ago - 2 dependent packages - 26 dependent repositories - 5.01 thousand downloads last month - 2,548 stars on GitHub - 4 maintainers
textattack 0.3.10
A library for generating text adversarial examples42 versions - Latest release: 3 months ago - 2 dependent packages - 26 dependent repositories - 5.01 thousand downloads last month - 2,548 stars on GitHub - 4 maintainers
pylazaro 1.1.20
A Python library for detecting lexical borrowings (with a focus on anglicisms in Spanish language)32 versions - Latest release: 3 months ago - 1 dependent repositories - 193 downloads last month - 0 stars on GitHub - 1 maintainer
accutuning-helpers 1.1.0
4 versions - Latest release: 3 months ago - 63 downloads last month - 1 maintainerdsframework 0.4.2
Data science framework library110 versions - Latest release: 3 months ago - 1 dependent repositories - 3.63 thousand downloads last month - 3 maintainers
Top 0.7% on pypi.org
2,450 versions - Latest release: 3 months ago - 18 dependent packages - 687 dependent repositories - 139 thousand downloads last month - 19,512 stars on GitHub - 1 maintainer
jina 3.23.3
Multimodal AI services & pipelines with cloud-native stack: gRPC, Kubernetes, Docker, OpenTelemet...2,450 versions - Latest release: 3 months ago - 18 dependent packages - 687 dependent repositories - 139 thousand downloads last month - 19,512 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
17 versions - Latest release: 3 months ago - 20 dependent packages - 105 dependent repositories - 94.1 thousand downloads last month - 3,238 stars on GitHub - 1 maintainer
keybert 0.8.4
KeyBERT performs keyword extraction with state-of-the-art transformer models.17 versions - Latest release: 3 months ago - 20 dependent packages - 105 dependent repositories - 94.1 thousand downloads last month - 3,238 stars on GitHub - 1 maintainer
textwiser 1.5.1
TextWiser: Text Featurization Library6 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 134 downloads last month - 46 stars on GitHub - 3 maintainers
weak-annotators 0.0.1
Weak annotators for information extraction (NER)1 version - Latest release: 4 months ago - 7 downloads last month - 1 stars on GitHub - 1 maintainer
tongueswitcher 1.0.7
A package for identification of German--English code-switching6 versions - Latest release: 4 months ago - 91 downloads last month - 1 maintainer
factsumm 0.1.5
FactSumm: Factual Consistency Scorer for Abstractive Summarization6 versions - Latest release: 5 months ago - 1 dependent repositories - 89 downloads last month - 104 stars on GitHub - 1 maintainer
proto-clip-toolkit 0.1.3
A simple toolkit from Proto-CLIP demo that provies speech recognition, part-of-speech tagging and...5 versions - Latest release: 5 months ago - 34 downloads last month - 31 stars on GitHub - 1 maintainer
promptbench 0.0.2
PromptBench is a powerful tool designed to scrutinize and analyze the interaction of large langua...7 versions - Latest release: 5 months ago - 228 downloads last month - 2,071 stars on GitHub - 1 maintainer
bnw-tools 0.0.1
Tools developed in the BorgNetzWerk project for the extraction, analysis and publication of knowl...6 versions - Latest release: 6 months ago - 114 downloads last month - 2 stars on GitHub - 1 maintainer
clarinpl-embeddings 0.0.1rc7078377068125
Embeddings: State-of-the-art Text Representations for Natural Language Processing tasks, an initi...117 versions - Latest release: 6 months ago - 1 dependent repositories - 864 downloads last month - 34 stars on GitHub - 1 maintainer
Top 7.7% on pypi.org
21 versions - Latest release: 6 months ago - 2 dependent repositories - 440 downloads last month - 383 stars on GitHub - 1 maintainer
delft 0.3.4
a Deep Learning Framework for Text21 versions - Latest release: 6 months ago - 2 dependent repositories - 440 downloads last month - 383 stars on GitHub - 1 maintainer
data-preprocessors 0.40.0
An easy to use tool for Data Preprocessing specially for Text Preprocessing38 versions - Latest release: 7 months ago - 1 dependent repositories - 336 downloads last month - 3 stars on GitHub - 1 maintainer
fluidml 0.3.4
FluidML is a lightweight framework for developing machine learning pipelines. Focus only on your ...10 versions - Latest release: 7 months ago - 2 dependent repositories - 108 downloads last month - 19 stars on GitHub - 2 maintainers
nlpannotator 1.0.6
Annotator combining different NLP pipelines7 versions - Latest release: 8 months ago - 46 downloads last month - 0 stars on GitHub - 1 maintainer
watchful 3.7.0
Watchful API for Interacting with Watchful Environment49 versions - Latest release: 8 months ago - 1 dependent repositories - 724 downloads last month - 1 stars on GitHub - 1 maintainer
Top 9.4% on pypi.org
37 versions - Latest release: 9 months ago - 1 dependent repositories - 217 downloads last month - 150 stars on GitHub - 1 maintainer
jac-nlp 1.4.2
The Official Jaseci Code Repository37 versions - Latest release: 9 months ago - 1 dependent repositories - 217 downloads last month - 150 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
12 versions - Latest release: 9 months ago - 3 dependent packages - 17 dependent repositories - 32.8 thousand downloads last month - 710 stars on GitHub - 1 maintainer
polyfuzz 0.4.2
PolyFuzz performs fuzzy string matching, grouping, and evaluation.12 versions - Latest release: 9 months ago - 3 dependent packages - 17 dependent repositories - 32.8 thousand downloads last month - 710 stars on GitHub - 1 maintainer
muheqa 0.0.10
Multiple and Heterogeneous Question-Answering9 versions - Latest release: 11 months ago - 91 downloads last month - 1 maintainer
dreamai-pdf 0.1.2
Library based on DreamAI for parsing PDFs15 versions - Latest release: 12 months ago - 166 downloads last month - 0 stars on GitHub - 1 maintainer
persyn 0.1.2
Personality Syndrome. Persyn for short.8 versions - Latest release: about 1 year ago - 36 downloads last month - 9 stars on GitHub - 1 maintainer
social-media-sentiment-analysis 0.1.3
A Library for webscraping social media platforms (twitter) and using sentiment analysis on them!3 versions - Latest release: over 1 year ago - 35 downloads last month - 1 maintainer
jaseci-ai-kit 1.4.0.3
The Official Jaseci Code Repository41 versions - Latest release: over 1 year ago - 296 downloads last month - 150 stars on GitHub - 1 maintainer
radboud-el 0.0.1
REL: Radboud Entity Linker1 version - Latest release: over 1 year ago - 48 downloads last month - 289 stars on GitHub - 2 maintainers
adaptkeybert 0.0.2 💰
AdaptKeyBERT extended keyphrase extraction with zero-shot and few-shot semi-supervised domain ada...3 versions - Latest release: over 1 year ago - 85 downloads last month - 21 stars on GitHub - 1 maintainer
privy-presidio-utils 0.0.71
Read the latest Real Python tutorials69 versions - Latest release: over 1 year ago - 6 dependent repositories - 670 downloads last month - 1 stars on GitHub - 1 maintainer
sikriml-ner-flair 0.1.1b1 💰
A small example package1 version - Latest release: over 1 year ago - 6 downloads last month - 4,996 stars on GitHub - 1 maintainer
seqal 0.3.5 💰
Sequence labeling active learning framework for Python10 versions - Latest release: over 1 year ago - 1 dependent package - 4 dependent repositories - 102 downloads last month - 7 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
204 versions - Latest release: over 2 years ago - 1 dependent package - 34 dependent repositories - 7.78 thousand downloads last month - 428 stars on GitHub - 2 maintainers
lightwood 1.9.0
Lightwood is Legos for Machine Learning.204 versions - Latest release: over 2 years ago - 1 dependent package - 34 dependent repositories - 7.78 thousand downloads last month - 428 stars on GitHub - 2 maintainers