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The Top 23 Python Natural Language Processing Embeddings Open Source Projects

Open source projects categorized as Python Natural Language Processing Embeddings
Categories > Machine Learning > Embeddings
Categories > Machine Learning > Natural Language Processing
Paddlenlp ⭐ 10,908
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
dependent packages 19total releases 87most recent commit 3 months agopypi paddlenlp} Downloads
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35most recent commit 3 months agopypi txtai} Downloads
Text2vec ⭐ 3,610
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-
dependent packages 4total releases 35most recent commit 4 months agopypi text2vec} Downloads
Pytorch Nlp ⭐ 2,180
Basic Utilities for PyTorch Natural Language Processing (NLP)
dependent packages 10total releases 19most recent commit 9 months agopypi pytorch-nlp} Downloads
Llmware ⭐ 1,859
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
most recent commit 3 months ago
Awesome Sentence Embedding ⭐ 1,831
A curated list of pretrained sentence and word embedding models
most recent commit 3 years ago
Keras Textclassification ⭐ 1,641
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
total releases 9most recent commit 4 months ago
Magnitude ⭐ 1,542
A fast, efficient universal vector embedding utility package.
most recent commit 2 years ago
Eda_nlp ⭐ 1,405
Data augmentation for NLP, presented at EMNLP 2019
most recent commit a year ago
Hmtl ⭐ 1,176
🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
most recent commit 9 months ago
Contextualized Topic Models ⭐ 1,141
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
dependent packages 4total releases 30most recent commit 3 months agopypi contextualized-topic-models} Downloads
Hazm ⭐ 1,096
Persian NLP Toolkit
dependent packages 13total releases 20most recent commit 4 days agopypi hazm} Downloads
Natasha ⭐ 1,085
Solves basic Russian NLP tasks, API for lower level Natasha projects
dependent packages 9total releases 19most recent commit 7 months agopypi natasha} Downloads
Bpemb ⭐ 1,068
Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)
dependent packages 86total releases 13most recent commit 2 years agopypi bpemb} Downloads
Paperai ⭐ 1,023
📄 🤖 Semantic search and workflows for medical/scientific papers
total releases 13most recent commit 7 months ago
Wikipedia2vec ⭐ 899
A tool for learning vector representations of words and entities from Wikipedia
dependent packages 2total releases 31most recent commit 3 months agopypi wikipedia2vec} Downloads
Inltk ⭐ 808
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
total releases 24most recent commit 3 months ago
Nlp ⭐ 734
📝 This repository recorded my NLP journey.
most recent commit 4 years ago
Vectorflow ⭐ 566
VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.
most recent commit 4 months ago
Speedtorch ⭐ 559
Library for faster pinned CPU <-> GPU transfer in Pytorch
total releases 14most recent commit 4 years ago
Ner Lstm ⭐ 528
Named Entity Recognition using multilayered bidirectional LSTM
most recent commit 5 years ago
Nlp_pytorch_project ⭐ 517
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
most recent commit 10 months ago
Codequestion ⭐ 457
🔎 Semantic search for developers
total releases 7most recent commit 7 months ago
The 10 Most Depended On Python Natural Language Processing Embeddings Open Source Projects
Bpemb ⭐ 1,068
Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)
dependent packages 86total releases 13latest release September 23, 2022most recent commit 2 years agopypi bpemb} Downloads
Hazm ⭐ 1,096
Persian NLP Toolkit
dependent packages 13total releases 20latest release October 01, 2023most recent commit 4 days agopypi hazm} Downloads
Pytorch Nlp ⭐ 2,180
Basic Utilities for PyTorch Natural Language Processing (NLP)
dependent packages 10total releases 19latest release November 04, 2019most recent commit 9 months agopypi pytorch-nlp} Downloads
Natasha ⭐ 1,085
Solves basic Russian NLP tasks, API for lower level Natasha projects
dependent packages 9total releases 19latest release July 24, 2023most recent commit 7 months agopypi natasha} Downloads
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35latest release November 08, 2023most recent commit 3 months agopypi txtai} Downloads
Text2vec ⭐ 3,610
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-
dependent packages 4total releases 35latest release September 20, 2023most recent commit 4 months agopypi text2vec} Downloads
Laserembeddings ⭐ 163
LASER multilingual sentence embeddings as a pip package
dependent packages 4total releases 11latest release December 12, 2021most recent commit 2 years agopypi laserembeddings} Downloads
The 10 Latest Releases In Python Natural Language Processing Embeddings Open Source Projects
Delft ⭐ 379
a Deep Learning Framework for Text
total releases 21latest release November 29, 2023most recent commit 3 months ago
Dadmatools ⭐ 142
DadmaTools is a Persian NLP tools developed by Dadmatech Co.
total releases 66latest release November 25, 2023most recent commit 3 months ago
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35latest release November 08, 2023most recent commit 3 months agopypi txtai} Downloads
Text2text ⭐ 268
Text2Text: Crosslingual NLP/G toolkit
total releases 134latest release October 21, 2023most recent commit 3 months ago
Hazm ⭐ 1,096
Persian NLP Toolkit
dependent packages 13total releases 20latest release October 01, 2023most recent commit 4 days agopypi hazm} Downloads
Text2vec ⭐ 3,610
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-
dependent packages 4total releases 35latest release September 20, 2023most recent commit 4 months agopypi text2vec} Downloads
Paperai ⭐ 1,023
📄 🤖 Semantic search and workflows for medical/scientific papers
total releases 13latest release September 18, 2023most recent commit 7 months ago
Codequestion ⭐ 457
🔎 Semantic search for developers
total releases 7latest release September 18, 2023most recent commit 7 months ago
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