embeddings

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

Updated Jun 22, 2022
Python

jasonwei20 / eda_nlp

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Data augmentation for NLP, presented at EMNLP 2019

nlp text-classification position cnn embeddings synonyms swap classification rnn sentence data-augmentation

Updated Jan 25, 2023
Python

featureform / featureform

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

python data-science machine-learning ml embeddings feature-engineering hacktoberfest data-quality mlops feature-store vector-database embeddings-similarity

Updated Mar 7, 2023
Go

eto-ai / lance

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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..

python rust data-science machine-learning computer-vision deep-learning embeddings dataops data-analytics data-analysis data-format apache-arrow data-centric mlops duckdb

Updated Mar 7, 2023
Rust

bheinzerling / bpemb

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

multilingual nlp natural-language-processing embeddings subword-embeddings

Updated Feb 16, 2023
Python

omoindrot / tensorflow-triplet-loss

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Implementation of triplet loss in TensorFlow

tensorflow embeddings triplet-loss online-triplet-mining

Updated May 9, 2019
Python

eliorc / node2vec

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Implementation of the node2vec algorithm.

deep-learning machine-learning-algorithms embeddings

Updated Oct 19, 2022
Python

MilaNLProc / contextualized-topic-models

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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.

nlp embeddings transformer topic-modeling nlp-library nlp-machine-learning bert neural-topic-models text-as-data topic-coherence multilingual-topic-models multilingual-models

Updated Mar 2, 2023
Python

natasha / natasha

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

visualization python nlp syntax morphology tokenizer embeddings russian ner sentence-segmentation

Updated Jan 23, 2023
Python

Kav-K / GPT3Discord

Sponsor

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A robust, all-in-one GPT3 interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!