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Search results for vector embeddings
embeddings
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vector
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131 search results found
Supabase
⭐
62,208
The open source Firebase alternative.
Chinese Word Vectors
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11,230
100+ Chinese Word Vectors 上百种预训练中文词向量
Infersent
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2,160
InferSent sentence embeddings
Vearch
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1,839
A distributed vector database for embedding-based vector retrieval
Awesome Sentence Embedding
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1,831
A curated list of pretrained sentence and word embedding models
Magnitude
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1,542
A fast, efficient universal vector embedding utility package.
Glove Python
⭐
1,171
Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
Neumai
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693
Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.
Word2vec Graph
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650
Exploring word2vec embeddings as a graph of nearest neighbors
Doc2vec
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619
Python scripts for training/testing paragraph vectors
Vectorflow
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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.
Vectorhub
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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)
Azure Search Vector Samples
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536
A repository of code samples for Vector search capabilities in Azure AI Search.
Lantern
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530
PostgreSQL vector database extension for building AI applications
Img2vec
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426
🔥 Use pre-trained models in PyTorch to extract vector embeddings for any image
Lmdb Embeddings
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399
Fast word vectors with little memory usage in Python
Delft
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379
a Deep Learning Framework for Text
Elastiknn
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347
Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
Lingoose
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342
🪿 LinGoose it's a Go framework for developing LLMs-based application using pipelines
Aquiladb
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311
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
Vectorai
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299
Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
Nlp Natural Language Processing
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289
Projects and useful articles / links
Spanish Word Embeddings
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248
Spanish word embeddings computed with different methods and from different corpora
Dvector
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234
Speaker embedding (d-vector) trained with GE2E loss
Vectorhub
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233
Quickly and easily build AI website or application by using embeddings!
Vec4ir
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224
Word Embeddings for Information Retrieval
Research2vec
⭐
189
Representing research papers as vectors / latent representations.
Vecs
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161
Postgres/pgvector Python Client
Chars2vec
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157
Character-based word embeddings model based on RNN for handling real world texts
Pgann
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136
Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
Gaussian_lda
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133
Nlp_adversarial_examples
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112
Implementation code for the paper "Generating Natural Language Adversarial Examples"
Chatgpt Your Files
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111
Production-ready MVP for securely chatting with your documents using pgvector
Dna2vec
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103
dna2vec: Consistent vector representations of variable-length k-mers
Text Embeddings
⭐
103
Embeddingdynamicstereotypes
⭐
101
Nlp Cheat Sheet Python
⭐
98
NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition
Naturallanguagerecommendations
⭐
94
Getting recommendations from natural language
Lda2vec Pytorch
⭐
94
Topic modeling with word vectors
Citrus
⭐
92
(distributed) vector database
Query2box
⭐
87
Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings
Textsplit
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87
Segment documents into coherent parts using word embeddings.
100 Days Of Nlp
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83
Client Vector Search
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81
A client side vector search library that can embed, store, search, and cache vectors. Works on the browser and node. It outperforms OpenAI's text-embedding-ada-002 and is way faster than Pinecone and other VectorDBs.
Alacarte
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79
Dutchembeddings
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73
Repository for the word embeddings experiments described in "Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource", presented at LREC 2016.
Toxic Comment Classification
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72
Code and write-up for the Kaggle Toxic Comment Classification Challenge
Entity2vec
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65
Semantic embeddings of entities
Wvec
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65
Word vectors
Imn E2e Absa
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61
Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.
Vecto
⭐
60
Doing things with embeddings
Crosslingual Cca
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58
Entity Network
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58
Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.
Glove Experiments
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54
GloVe word vector embedding experiments (similar to Word2Vec)
Embeddings Generator
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48
GitHub Action to generate embeddings from the markdown files in your repository.
Ast Node Encoding
⭐
44
A tool to convert nodes in an Abstract Syntax Tree into vector embeddings
Headless Vector Search
⭐
44
Supabase Toolkit to perform vector similarity search on your knowledge base embeddings.
Embeddings2image
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41
create "Karpathy's style" 2d images out of your image embeddings
Speech2vec Pretrained Vectors
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41
Speech2vec pre-trained word vectors
Word2vec Win32
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41
A word2vec port for Windows.
Azure Sql Db Session Recommender
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40
Build a recommender using OpenAI, Azure Functions, Azure Static Web Apps, Azure SQL DB, Data API builder and Text Embeddings
Autoencode
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40
AutoenCODE is a Deep Learning infrastructure that allows to encode source code fragments into vector representations, which can be used to learn similarities.
Ofxmsaword2vec
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37
openFrameworks addon to load and manage word2vec word embeddings, and supporting python code to train them
Sentence Convnet
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36
A convolutional neural network to classify sentences, built with Tensorflow.
Ge Fsg
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35
Graph Embedding via Frequent Subgraphs
Weighted Embeddings
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34
A system for learning word weights, optimised for sentence-level vector similarity
Jrdf2vec
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31
A high-performance Java Implementation of RDF2Vec
Pytorch Definitions
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30
Conditional Generators of Words Definitions, ACL 2018
Embedding Evaluation
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28
Evaluation tool for word embeddings
Nlp
⭐
27
Simple experiments with word embeddings
Pinecone Datasets
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27
An open-source dataset library for pre-embedded dataset: create your own data catalog, or use Pinecone's public datasets.
Minkowski
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25
Skip-gram word embeddings in hyperbolic space
Word Embeddings And Document Vectors
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25
An evaluation of word-embeddings for classification
Question Pair
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25
A siamese LSTM to detect sentence/question pairs.
Nontology
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24
Matrix tools for building and inspecting latent spaces
Embeddings.js
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23
Word embeddings for the web
Reach
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22
Load embeddings and featurize your sentences.
Near Lossless Binarization
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22
This repository contains source code to binarize any real-value word embeddings into binary vectors.
Cmdist
⭐
22
DEPRECATED - The Concept Mover's Distance Method is now available in the text2map package. Concept Mover's Distance measure a document's conceptual engagement using word embeddings.
Code Compass
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22
a contextual search engine for software packages built on import2vec embeddings
Flexi_hash_embedding
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22
PyTorch Flexible Hash Embeddings
Faiss Mobile
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20
FAISS library compiled for iOS, macOS, tvOS, watchOS
Extending Deep Er
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18
This project focuses on DeepER, a deep learning framework for entity resolution (record deduplication). It examines how DeepER performs on benchmark datasets under a variety of conditions and also tests a number of extensions designed to improve DeepER's accuracy.
Company2vec
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17
Package that returns a company embedding given a company name
Nlp_pos
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17
Img2vec Keras
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17
Image to dense vector embedding. Clone of https://github.com/christiansafka/img2vec for Keras users
Projector
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16
Project Dense Vectors Text Representation on 2D Plan
Bangla Word2vec
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15
Bangla word2vec using skipgram approach
Midi2vec
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15
MIDI2vec computes embeddings for representing MIDI data in vector space
Vdpython
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14
VulDeePecker algorithm implemented in Python
Azure_kusto_vector
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14
Samples to use Kusto(Azure Data Explorer) as a Vector database for AI embeddings
Chatgpt Long Term Memory
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14
The ChatGPT Long Term Memory package is a powerful tool designed to empower your projects with the ability to handle a large number of simultaneous users and external sources.
Cvdd Pytorch
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14
A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.
Chatgpt Knowledge Base Chatbot
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13
An advanced chatbot that utilizes your own data to provide intelligent ChatGPT-style conversations using gpt-3.5-turbo and Ada for advanced embedding, as well as custom indexes and knowledgebase for a seamless user experience.
Midi Glove
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13
Create MIDI note vector embeddings using GloVe (Global Vectors for Word Representation)
Vsmlib
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13
Python library for vector space models
Urduvec
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12
User2code2vec
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11
🤓 user2code2vec: Embeddings for Profiling Students Based on Distributional Representations of Source Code. Full Paper presented at Learning Analytics & Knowledge 2019 Conference in AZ, USA
Dns2vec
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11
Exploring internet domain names with deep learning using vector embeddings
Eigenvector Analysis
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11
Code for "Interpreting Word Embeddings with Eigenvector Analysis" https://openreview.net/forum?id=rJfJiR5ooX.
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