embedding-models

There are 12 repositories under embedding-models topic.

Separius / awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
wordembedding word-embeddings sentence-embeddings nlp pretrained-embedding awesome-list pretrained-models unsupervised-learning sentence-representations contextualized-representation awesome natural-language subword-models embedding-models cross-lingual bert pretrained-language-model language-model
Language:Python 2191
Hironsan / awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
embeddings embedding-models word2vec machine-learning natural-language-processing awesome papers
Language:Jupyter Notebook 1719
Sujit-O / pykg2vec
Python library for knowledge graph embedding and representation learning.
knowledge-graph embedding-models embedding-python representation-learning
Language:Python 593
marl / openl3
OpenL3: Open-source deep audio and image embeddings
audio embedding embedding-models deep-learning machine-listening image-embeddings image
Language:Jupyter Notebook 418
ContextualAI / gritlm
Generative Representational Instruction Tuning
embeddings grit information-retrieval instruction-tuning llm llms mteb retrieval sbert sgpt text-embedding embedding embedding-models
Language:Jupyter Notebook 409
mana-ysh / knowledge-graph-embeddings
Implementations of Embedding-based methods for Knowledge Base Completion tasks
embedding-models knowledge-graph knowledge-graph-completion knowledge-graph-embeddings
Language:Python 254
image_search_engine
CVxTz / image_search_engine
Image search engine
ranking fashion anchor embedding-models search-engine
Language:Python 231
BBC-Esq / VectorDB-Plugin-for-LM-Studio
Plugin that creates a ChromaDB vector database to work with LM Studio running in server mode!
chroma chromadb database database-management embedding-models embedding-vectors embeddings lm-studio python retrieval-augmented-generation retrieval-chatbot tiledb vector-data-management vector-database-embedding vector-database-search vector-databases vectordatabase
Language:Python 227
lgalke / vec4ir
Word Embeddings for Information Retrieval
information-retrieval word-embeddings retrieval-model nlp embeddings similarity-scoring evaluation embedding-models natural-language-processing data-science
Language:Python 226
spcl / ncc
Neural Code Comprehension: A Learnable Representation of Code Semantics
machine-learning llvm-ir embeddings embedding-models embedding-based neural-networks code-analysis
Language:Python 201
webvectors
akutuzov / webvectors
Web-ify your word2vec: framework to serve distributional semantic models online
gensim word2vec web-app flask distributional-semantics embedding-models
Language:Python 192
jgraving / selfsne
Self-Supervised Noise Embeddings (Self-SNE)
clustering contrastive-learning deep-learning dimensionality-reduction embedding-models machine-learning self-supervised-learning
Language:Jupyter Notebook 153
formath / tensorflow-predictor-cpp
tensorflow prediction using c++ api
tensorflow tensorflow-cmake tensorflow-prediction tensorflow-predictor-cpp tensorflow-serving tensorflow-graph deep-learning machine-learning embedding-models tfrecords freeze-model libffm
Language:Python 148
yusufhilmi / client-vector-search
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.
embedding-models embedding-vectors embeddings openai search text-embeddings transformers vector vector-search
Language:TypeScript 124
p768lwy3 / torecsys
ToR[e]cSys is a PyTorch Framework to implement recommendation system algorithms, including but not limited to click-through-rate (CTR) prediction, learning-to-ranking (LTR), and Matrix/Tensor Embedding. The project objective is to develop an ecosystem to experiment, share, reproduce, and deploy in real-world in a smooth and easy way.
pytorch recommender-system recommendation-system python click-through-rate embedding-models
Language:Python 97
kaushalshetty / Positional-Encoding
Encoding position with the word embeddings.
positional-encoder embeddings embedding-models word-embeddings pytorch encoder
Language:Jupyter Notebook 83
shamspias / langchain-chat
langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.
chatbot chatbots langchain langchain-python embedding-models embedding-python embedding-similarity embedding-vectors faiss faiss-backend embedding-model vector-database gpt-3 gpt-35-turbo gpt-4 gpt-j pinecone langchain-expression-language
Language:Python 82
ikergarcia1996 / MetaVec
A monolingual and cross-lingual meta-embedding generation and evaluation framework
embedding embedding-evaluation embedding-models embedding-vectors embeddings emnlp2021 fasttext fasttext-embeddings meta-embedding meta-embeddings word2vec
Language:Python 78
D2KLab / entity2vec
Generates a set of property-specific entity embeddings from knowledge graphs using node2vec
entity2vec entity embedding-models embedding-python knowledge-graphs-embeddings recommender-system
Language:Python 77
KERMIT
ART-Group-it / KERMIT
🐸 KERMIT - A lightweight library to encode and interpret Universal Syntactic Embeddings
machine-learning natural-language-processing kernel neural-network tree-kernel kermit syntax syntax-embeddings embeddings embedding-models nlp nlp-library nlp-machine-learning machinelearning
Language:JavaScript 57
datquocnguyen / STransE
STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
knowledge-graph-completion link-prediction transe stranse knowledge-base-completion knowledge-graph-embeddings embedding-models
Language:C++ 53
RoyZhengGao / edge2vec
Learning node representation using edge semantics
embedding-models graph-embedding
Language:Python 49
Glaciohound / VCML
PyTorch implementation of paper "Visual Concept-Metaconcept Learner", NeruIPS 2019
natural-language-understanding embedding-models visual-question-answering
Language:Python 48
user1342 / Tweezer
A binary analysis tool for identifying unknown function names, using a word-2-vec model
embedding-models embeddings ghidra machine-learning reverse-engineering word2vec
Language:Python 46
alisonbma / aiSFX
Representation Learning for the Automatic Indexing of Sound Effects Libraries (ISMIR 2022): Deep audio embeddings pre-trained on UCS & Non-UCS-compliant datasets.
deep-learning embedding-models machine-learning music-information-retrieval representation-learning sound-effects-library universal-category-system
Language:Python 39
Wang-Yu-Qing / UTPM
Code for paper: Learning to Build User-tag Profile in Recommendation System
deep-learning embedding-models matching-algorithm movie-recommendation recommender-system userprofiles
Language:Python 28
nsrinidhibhat / gradio_RAG
Code and resources showcasing the Retrieval-Augmented Generation (RAG) technique, a solution for enhancing data freshness in Large Language Models (LLMs). Incorporate up-to-date external knowledge into LLM-generated responses. Additionally, this repository includes a Gradio-based user interface for seamless model deployment.
embedding-models faiss falcon-7b generative-ai gradio llama2 llm retrieval-augmented-generation
Language:Python 27
BoYanSTKO / place2vec
Place2Vec ground truth dataset
embedding-models yelp-dataset embeddings-word2vec geographic-data
26
databricks-industry-solutions / product-search
Semantic product search on Databricks
embedding-models rcg retail semantic-search vector-store model-serving
Language:Python 25
thustorage / PetPS
PetPS: Supporting Huge Embedding Models with Tiered Memory
embedding-models parameter-server persistent-memory recommendation-system
Language:C++ 25
avsolatorio / GISTEmbed
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings
deep-learning embedding-models fine-tuning huggingface mteb sentence-embeddings sentence-transformers
Language:Python 24
maxscheurer / cppe
C++ and Python library for Polarizable Embedding
quantum-chemistry hartree-fock embedding-models
Language:C++ 20
UWNETLAB / dcss_supplementary
Supplementary materials for McLevey 2021 Doing Computational Social Science (Sage, UK).
computational-social-science network-science network-analysis text-analysis natural-language-processing machine-learning neural-networks bayesian-data-analysis bayesian-statistics embedding-models tranfer-learning
Language:HTML 18
FabianGroeger96 / deep-embedded-music
Creation of an embedding space using unsupervised triplet loss and Tile2Vec that can be used for a variety of downstream tasks
tile2vec tensorflow tensorflow2 audio triplet-loss unsupervised-learning unsupervised-machine-learning music-information-retrieval embeddings embedding-models music contrastive-learning
Language:Jupyter Notebook 17
chaoweifang / PFE
Piecewise Flat Embedding for Image Segmentation
image-segmentation embedding-models matlab
Language:C++ 13
rbitr / ferrite
Simple, lightweight transformers in Fortran
embedding-models embeddings sentence-embeddings sentence-transformers transformer-models transformers
Language:Fortran 13