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。
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Jun 13, 2025 - Python
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text2vec
Here are 16 public repositories matching this topic...
Train and Infer Powerful Sentence Embeddings with AnglE | ?? SOTA on STS and MTEB Leaderboard
information-retrieval text-similarity embeddings sts llama semantic-similarity semantic-textual-similarity text-embedding sentence-embeddings text2vec text-vector rag sentence-vector stsbenchmark sentence-embedding dense-retrieval llm retrieval-augmented-generation llama2 mteb
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Mar 16, 2025 - Python
?? ?? ?? Workshop that demonstrates using and analyzing text in R.
r sentiment-analysis text regex factor character topic-modeling shakespeare carver pos-tagging wordembeddings tidytext quanteda barthelme text2vec
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Sep 9, 2018 - R
Mind-X is my intelligent alter ego that understands me the best. It assists with and resolves my bothersome tasks, growing in real-time as a next-generation PersonAI system.
go search-engine database text-embedding text2vec image-embeddings vector-search embedding-vectors vector-database text-embeddings personal-ai llm tensor-database ai-native-database
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Apr 29, 2024 - Go
An example showing how to use Weaviate in a TypeScript/JavaScript project, including test data and embedder projection
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Apr 22, 2023 - TypeScript
Analysis of Data Scientist Job Descriptions using Natural Language Processing
data-science machine-learning natural-language-processing r random-forest xgboost dimensionality-reduction logistic-regression glove webscraping multidimensional-scaling text2vec
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May 21, 2019 - HTML
text2vec onnxruntime
similarity embedding bert similarity-score similarity-matrix similarity-search text2vec onnx bert-embeddings
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Jun 24, 2024 - Python
This repository provides all necessary configurations and scripts to deploy the Weaviate vector database locally or on AWS EKS. The deployment includes support for the img2vec-neural and text2vec-openai models for efficient image and text vectorization.
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Mar 30, 2025 - Shell
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Sep 5, 2017 - R
transforms unstructured text to feature vector using word2vec, lexicon and ...
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Mar 19, 2021 - Python
My thesis work. Data processing on Google Drive. Here are only scripts and key findings.
learning computer-science data machine-learning r thesis clustering cluster excel machine datascience dataset fuzzy neural-networks bachelor-thesis bachelor k-means ppmi text2vec
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May 7, 2021 - R
111-01 NTU CSIE5434 Applied Deep Learning (ADL)
question-answering recommendation-system summarization glove slot adl multiple-choice intent-classification text2vec ranking-system hahow sequence-tagging ntucsie huggingface
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Feb 26, 2023 - Python
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