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2,004 search results found

Supabase ⭐ 62,208

The open source Firebase alternative.

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/

Nlp_course ⭐ 9,139

YSDA course in Natural Language Processing

Flutter Desktop Embedding ⭐ 7,088

Experimental plugins for Flutter for Desktop

Txtai ⭐ 6,143

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

Pytorch Metric Learning ⭐ 5,734

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

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.

Generative Ai ⭐ 4,453

Sample code and notebooks for Generative AI on Google Cloud

Mygptreader ⭐ 4,267

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

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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-

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

Laser ⭐ 3,460

Language-Agnostic SEntence Representations

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.

Embedai ⭐ 2,609

An app to interact privately with your documents using the power of GPT, 100% privately, no data leaks

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

Deepwalk ⭐ 2,561

DeepWalk - Deep Learning for Graphs

Ml Surveys ⭐ 2,538

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

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)

Infersent ⭐ 2,160

InferSent sentence embeddings

Awesome Knowledge Graph ⭐ 2,122

整理知识图谱相关学习资料

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.

Vearch ⭐ 1,839

A distributed vector database for embedding-based vector retrieval

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 ⭐ 1,716

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

Awesome Generative Ai ⭐ 1,704

A curated list of Generative AI tools, works, models, and references

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

Instructor Embedding ⭐ 1,630

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

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

Text Embeddings Inference ⭐ 1,566

A blazing fast inference solution for text embeddings models

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.

Langchain4j ⭐ 1,550

Java version of LangChain

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Obsidian Smart Connections ⭐ 1,498

Chat with your notes in Obsidian! Plus, see what's most relevant in real-time! Interact and stay organized. Powered by OpenAI ChatGPT, GPT-4 & Embeddings.

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.

Awesome Embedding Models ⭐ 1,329

A curated list of awesome embedding models tutorials, projects and communities.

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/

Persian NLP Toolkit

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

Sent2vec ⭐ 1,107

General purpose unsupervised sentence representations

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.

sentence embedding by Smooth Inverse Frequency weighting scheme

Gpt Vup ⭐ 988

GPT-vup BIliBili | 抖音 | AI | 虚拟主播

All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.

Nlp_overview ⭐ 958

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

Infinity ⭐ 936

The AI-native database built for LLM applications, providing incredibly fast vector and full-text search

Wikipedia2vec ⭐ 899

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

Seagoat ⭐ 881

local-first semantic code search engine

Generative Ai Docs ⭐ 871

Documentation for Google's Generative AI developer site

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.

Awesome 2vec ⭐ 858

Curated list of 2vec-type embedding models

LINE: Large-scale information network embedding

Llama Node ⭐ 846

Believe in AI democratization. llama for nodejs backed by llama-rs, llama.cpp and rwkv.cpp, work locally on your laptop CPU. support llama/alpaca/gpt4all/vicuna/rwkv model.

Vectordb ⭐ 829

Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/

Text2vec ⭐ 829

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

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.

Modelfusion ⭐ 712

The TypeScript library for building AI applications.

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