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Search results for python embeddings

1,181 search results found

Gradio ⭐ 25,823

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Langchain Chatchat ⭐ 21,633

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain

Sentence Transformers ⭐ 12,951

Multilingual Sentence & Image Embeddings with BERT

Chinese Word Vectors ⭐ 11,230

100+ Chinese Word Vectors 上百种预训练中文词向量

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.

Chroma ⭐ 10,682

the AI-native open-source embedding database

H2ogpt ⭐ 9,542

Private Q&A and summarization of documents+images or chat with local GPT, 100% private, Apache 2.0. Supports Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/

Txtai ⭐ 6,143

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

Postgresml ⭐ 5,135

The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.

Mygptreader ⭐ 4,267

A community-driven way to read and chat with AI bots - powered by chatGPT.

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-

A library for transfer learning by reusing parts of TensorFlow models.

Pytorch Biggraph ⭐ 3,326

Generate embeddings from large-scale graph-structured data.

Keybert ⭐ 3,047

Minimal keyword extraction with BERT

Lance ⭐ 3,003

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

Towhee ⭐ 2,903

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Siamese Triplet ⭐ 2,853

Siamese and triplet networks with online pair/triplet mining in PyTorch

A library for Multilingual Unsupervised or Supervised word Embeddings

Flagembedding ⭐ 2,797

Dense Retrieval and Retrieval-augmented LLMs

Lightly ⭐ 2,665

A python library for self-supervised learning on images.

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

Deepwalk ⭐ 2,561

DeepWalk - Deep Learning for Graphs

Resemblyzer ⭐ 2,415

A python package to analyze and compare voices with deep learning

Awesome Community Detection ⭐ 2,232

A curated list of community detection research papers with implementations.

Awesome Network Embedding ⭐ 2,218

A curated list of network embedding techniques.

Pytorch Nlp ⭐ 2,180

Basic Utilities for PyTorch Natural Language Processing (NLP)

Prompttools ⭐ 2,112

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

Ampligraph ⭐ 1,963

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

Llmware ⭐ 1,859

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

Sequence_tagging ⭐ 1,725

Named Entity Recognition (LSTM + CRF) - Tensorflow

Gptdiscord ⭐ 1,720

A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!

Featureform ⭐ 1,670

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

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

Senteval ⭐ 1,627

A python tool for evaluating the quality of sentence embeddings.

Bilm Tf ⭐ 1,607

Tensorflow implementation of contextualized word representations from bi-directional language models

Poincare Embeddings ⭐ 1,607

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

Stackgan ⭐ 1,602

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Unsupervisedmt ⭐ 1,437

Phrase-Based & Neural Unsupervised Machine Translation

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

Stock Rnn ⭐ 1,339

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

Opentsne ⭐ 1,295

Extensible, parallel implementations of t-SNE

Deep Siamese Text Similarity ⭐ 1,216

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

Capsgnn ⭐ 1,180

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

Glove Python ⭐ 1,171

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

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.

Node2vec ⭐ 1,141

Implementation of the node2vec algorithm.

Conceptnet Numberbatch ⭐ 1,114

Persian NLP Toolkit

Bert Extractive Summarizer ⭐ 1,096

Easy to use extractive text summarization with BERT

Dgl Ke ⭐ 1,091

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

Natasha ⭐ 1,085

Solves basic Russian NLP tasks, API for lower level Natasha projects

Bpemb ⭐ 1,068

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

Paperai ⭐ 1,023

📄 🤖 Semantic search and workflows for medical/scientific papers

Latticelstm ⭐ 1,018

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

Gpt Vup ⭐ 988

GPT-vup BIliBili | 抖音 | AI | 虚拟主播

Wikipedia2vec ⭐ 899

A tool for learning vector representations of words and entities from Wikipedia

Seagoat ⭐ 881

local-first semantic code search engine

Awesome 2vec ⭐ 858

Curated list of 2vec-type embedding models

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

Flat Lattice Transformer ⭐ 806

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

Zero Shot Gcn ⭐ 789

Zero-Shot Learning with GCN (CVPR 2018)

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

Tensorflow Triplet Loss ⭐ 764

Implementation of triplet loss in TensorFlow

📝 This repository recorded my NLP journey.

Frogbase ⭐ 704

Transform audio-visual content into navigable knowledge.

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

Swiss_army_llama ⭐ 688

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

Polyfuzz ⭐ 671

Fuzzy string matching, grouping, and evaluation.

Word2vec Graph ⭐ 650

Exploring word2vec embeddings as a graph of nearest neighbors

Triplet Reid ⭐ 642

Code for reproducing the results of our "In Defense of the Triplet Loss for Person Re-Identification" paper.

Ngram2vec ⭐ 638

Four word embedding models implemented in Python. Supporting arbitrary context features

Doc2vec ⭐ 619

Python scripts for training/testing paragraph vectors

Mat2vec ⭐ 581

Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).

Convolutional 2D Knowledge Graph Embeddings resources

Chatweb ⭐ 573

ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.

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.

Speedtorch ⭐ 559

Library for faster pinned CPU <-> GPU transfer in Pytorch

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Generative Ai Python ⭐ 553

The Google AI Python SDK enables developers to use Google's state-of-the-art generative AI models (like Gemini and PaLM) to build AI-powered features and applications.

Vectorhub ⭐ 546

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Compgcn ⭐ 519

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

Nlp_pytorch_project ⭐ 517

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Topic Modeling in Embedding Spaces

Context ⭐ 496

A CLI tool & API over the top 1221 Python libraries.

Minimum-distortion embedding with PyTorch

A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

A framework to learn cross-lingual word embedding mappings

Deep Learning for Natural Language Processing

Codequestion ⭐ 457

🔎 Semantic search for developers

Stackgan Pytorch ⭐ 457

Chitchatassistant ⭐ 440

Rasa中文聊天机器人

Treelstm.pytorch ⭐ 434

Tree LSTM implementation in PyTorch

Img2vec ⭐ 426

🔥 Use pre-trained models in PyTorch to extract vector embeddings for any image

Undreamt ⭐ 421

Unsupervised Neural Machine Translation

Structured Self Attention ⭐ 412

A Structured Self-attentive Sentence Embedding

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