embeddings

There are 16 repositories under embeddings topic.

Embedding / Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
chinese chinese-word-segmentation embeddings word-embeddings vectors-trained embedding
Language:Python 10622
tensorflow / hub
A library for transfer learning by reusing parts of TensorFlow models.
tensorflow machine-learning transfer-learning embeddings image-classification python ml
Language:Python 3285
ml-surveys
eugeneyan / ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
computer-vision deep-learning embeddings machine-learning nlp recommender-system reinforcement-learning survey
2551
lightly-ai / lightly
A python library for self-supervised learning on images.
deep-learning self-supervised-learning machine-learning computer-vision pytorch embeddings contrastive-learning active-learning
Language:Python 2193
PetrochukM / PyTorch-NLP
Basic Utilities for PyTorch Natural Language Processing (NLP)
pytorch nlp natural-language-processing pytorch-nlp torchnlp data-loader embeddings word-vectors python deep-learning dataset metrics neural-network sru machine-learning
Language:Python 2158
towhee-io / towhee
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
machine-learning convolutional-networks embedding-vectors embeddings computer-vision image-processing video-processing feature-extraction image-retrieval unstructured-data feature-vector transformer milvus towhee vision-transformer vit pipeline
Language:Python 1919
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 1591
plasticityai / magnitude
A fast, efficient universal vector embedding utility package.
python natural-language-processing nlp machine-learning vectors embeddings word2vec fasttext glove gensim fast memory-efficient machine-learning-library word-embeddings
Language:Python 1562
yongzhuo / Keras-TextClassification
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，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
text-classification keras rcnn dcnn charcnn bert nlp textcnn fasttext dpcnn embeddings capsule vdcnn crnn han xlnet albert keras-textclassification leam transformer
Language:Python 1474
lilianweng / stock-rnn
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
lstm rnn-tensorflow stock-price-prediction embeddings
Language:Python 1471
jasonwei20 / eda_nlp
Data augmentation for NLP, presented at EMNLP 2019
nlp data-augmentation text-classification synonyms embeddings sentence classification rnn cnn swap position
Language:Python 1406
eto-ai / lance
Modern columnar data format for ML 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..
apache-arrow computer-vision data-analysis data-analytics data-centric data-format data-science dataops deep-learning duckdb embeddings machine-learning mlops python rust
Language:Rust 1306
featureform
featureform / featureform
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
machine-learning data-science vector-database embeddings-similarity embeddings hacktoberfest feature-store mlops data-quality feature-engineering ml python
Language:Go 1230
bheinzerling / bpemb
Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)
embeddings subword-embeddings natural-language-processing nlp multilingual
Language:Python 1115
Kav-K / GPT3Discord
A robust, all-in-one GPT3 interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!
artificial-intelligence asyncio discord gpt3 help-wanted openai openai-api python bot dalle2 chatbot fault-tolerant image-generator embeddings extractive-question-answering pinecone moderation deepl moderator-bot translator
Language:Python 1108
omoindrot / tensorflow-triplet-loss
Implementation of triplet loss in TensorFlow
tensorflow triplet-loss online-triplet-mining embeddings
Language:Python 1076
eliorc / node2vec
Implementation of the node2vec algorithm.
machine-learning-algorithms embeddings deep-learning
Language:Python 1037
MilaNLProc / contextualized-topic-models
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.
topic-modeling bert transformer embeddings text-as-data topic-coherence multilingual-topic-models multilingual-models neural-topic-models nlp nlp-library nlp-machine-learning
Language:Python 1034
natasha
natasha / natasha
Solves basic Russian NLP tasks, API for lower level Natasha projects
nlp russian tokenizer sentence-segmentation embeddings morphology syntax ner visualization python
Language:Python 1030
text2vec
shibing624 / text2vec
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-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。
similarity nlp text-similarity text2vec word2vec embeddings sentence-embeddings
Language:Python 875
MaxwellRebo / awesome-2vec
Curated list of 2vec-type embedding models
awesome embeddings list
867
wikipedia2vec / wikipedia2vec
A tool for learning vector representations of words and entities from Wikipedia
wikipedia python embeddings natural-language-processing nlp text-classification
Language:Python 849
Santosh-Gupta / SpeedTorch
Library for faster pinned CPU <-> GPU transfer in Pytorch
cpu-pinned-tensors pytorch-variables gpu-transfer cuda-variables cupy data-transfer pytorch-tensors cuda-tensors embeddings-trained pytorch embeddings cuda sparse sparse-modeling machine-learning natural-language-processing nlp gpu cpu-gpu-transfer pinned-cpu-tensors
Language:Python 658
PolyFuzz
MaartenGr / PolyFuzz
Fuzzy string matching, grouping, and evaluation.
bert edit-distance embeddings levenshtein-distance string-matching tf-idf
Language:Python 628
chroma-core / chroma
the open source embedding database
document-retrieval embeddings llms
Language:Python 626
mhbashari / awesome-persian-nlp-ir
Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources
persian-language natural-language-processing information-retrieval language-detection persian-nlp corpus part-of-speech-tagger normalizer named-entity-recognition embeddings morphological-analysis stemmer dependency-parser spell-check persian-stemmer shallow-parser
619
jiegzhan / multi-class-text-classification-cnn-rnn
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
cnn text-classification kaggle tensorflow rnn embeddings lstm
Language:Python 588
oborchers / Fast_Sentence_Embeddings
Compute Sentence Embeddings Fast!
sentence-embeddings sentence-representation sentence-similarity document-similarity usif sif wordembedding gensim gensim-model word2vec-model fasttext cython embeddings maxpooling fse swem
Language:Jupyter Notebook 562
monikkinom / ner-lstm
Named Entity Recognition using multilayered bidirectional LSTM
deep-neural-networks embeddings recurrent-neural-networks named-entity-recognition lstm natural-language-processing tensorflow
Language:Python 538
adobe / NLP-Cube
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
embeddings parse nlp-cube language-pipeline tokenization sentence-splitting part-of-speech-tagger lemmatization dependency-parser dependency-parsing universal-dependencies machine-translation information-extraction
Language:Python 512
vectorhub
RelevanceAI / vectorhub
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)
python vector embeddings encodings vector-similarity transformers tfhub machine-learning deeplearning artificial-intelligence neural-network deep-learning tensorflow pytorch word2vec image2vec audio-processing video-processing
Language:Python 507
mims-harvard / nimfa
Nimfa: Nonnegative matrix factorization in Python
matrix-factorization latent-features latent-variable-models nonnegative-matrix-factorization embeddings
Language:Python 498
catalyst
curiosity-ai / catalyst
🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
nlp natural-language-processing artificial-intelligence embeddings csharp machine-learning natural-language-understanding ai
Language:C# 496
awesome-generative-ai
filipecalegario / awesome-generative-ai
A curated list of Generative AI tools, works, models, and references
awesome-list awesome dall-e dalle2 midjourney prompt-engineering ai-art generative-art inpainting outpainting image2image txt2img text-to-image generative-ai chatgpt embeddings gpt-4 semantic-search stable-diffusion
495
koaning / whatlies
Toolkit to help understand "what lies" in word embeddings. Also benchmarking!
nlp embeddings visualisations
Language:Python 452
mengfeizhang820 / Paperlist-for-Recommender-Systems
Recommender Systems Paperlist that I am interested in
recommender-systems neural-collaborative-filtering sequential-recommendation knowledge-graph-for-recommendation ctr-prediction embeddings industry-recommendations graph-embedding session-based-recommendation collaborative-filtering
428