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The Top 23 Natural Language Processing Embeddings Open Source Projects

Open source projects categorized as 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
Nlp_course ⭐ 9,139
YSDA course in Natural Language Processing
most 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 35most recent commit 3 months agopypi txtai} Downloads
Pytorch Sentiment Analysis ⭐ 4,133
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
most recent commit 3 months ago
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
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134most recent commit 3 months agopypi spark-nlp} Downloads
Ml Surveys ⭐ 2,538
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
most recent commit a year ago
Pytorch Nlp ⭐ 2,180
Basic Utilities for PyTorch Natural Language Processing (NLP)
dependent packages 10total releases 19most recent commit 10 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 5 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
Awesome Embedding Models ⭐ 1,329
A curated list of awesome embedding models tutorials, projects and communities.
most recent commit 5 years 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 10 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 ⭐ 1,102
Persian NLP Toolkit
dependent packages 13total releases 20most recent commit 10 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
Nlp_overview ⭐ 958
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
most recent commit 4 years 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
Nlp In Practice ⭐ 861
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
most recent commit 3 years ago
The 10 Most Depended On 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
Whatlies ⭐ 462
Toolkit to help understand "what lies" in word embeddings. Also benchmarking!
dependent packages 73total releases 44latest release May 27, 2022most recent commit a year agopypi whatlies} Downloads
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134latest release December 08, 2023most recent commit 3 months agopypi spark-nlp} Downloads
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10latest release November 09, 2023most recent commit 5 months ago
Hazm ⭐ 1,102
Persian NLP Toolkit
dependent packages 13total releases 20latest release October 01, 2023most recent commit 10 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 10 months agopypi pytorch-nlp} 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
The 10 Latest Releases In Natural Language Processing Embeddings Open Source Projects
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134latest release December 08, 2023most recent commit 3 months agopypi spark-nlp} Downloads
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
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10latest release November 09, 2023most recent commit 5 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
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