Top 10 Python embedding Projects

PaddleNLP

2 11,423 9.8 Python

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
myGPTReader

6 4,379 6.4 Python

A community-driven way to read and chat with AI bots - powered by chatGPT.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
awesome-community-detection

1 2,266 2.8 Python

A curated list of community detection research papers with implementations.
Angular-Penalty-Softmax-Losses-Pytorch

1 475 0.0 Python

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
AnnA_Anki_neuronal_Appendix

3 55 8.7 Python

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
GLOM-TensorFlow

4 36 0.0 Python

An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data
exn

2 11 4.7 Python

Write and render rich, scriptable, and interactive notes
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
autoembedder

1 8 0.0 Python

PyTorch autoencoder with additional embeddings layer for categorical data 🚘

Project mention: How to learn Categorial Embeddings in Unsupervised Learning? | /r/deeplearning | 2023-06-25

Solutions I found here and here propose to save the Input Batch as a in a variable after feeding it into the Embeddings Layer (but before the AE) and use that as the target for the loss function.

SHREC2023-ANIMAR

1 6 6.6 Python

Source codes of team TikTorch (1st place solution) for track 2 and 3 of the SHREC2023 Challenge
llm-linker

1 2 3.3 Python

:link: LLM links to everything !

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python embedding related posts

GitHub - madawei2699/myGPTReader: myGPTReader is a bot on Slack that can read and summarize any webpage, documents including ebooks, or even videos from YouTube. It can communicate with you through voice. (a Python project)
1 project | /r/Python | 30 Mar 2023
Introducing myGPTReader - a Slack bot that summarizes webpages, documents, and videos with voice communication powered by chatGPT.
1 project | /r/ChatGPT | 30 Mar 2023
Introducing myGPTReader - a Slack bot that summarizes webpages, documents, and videos with voice communication.
2 projects | /r/opensource | 30 Mar 2023
Introducing myGPTReader - a Slack bot that summarizes webpages, documents, and videos with voice communication.
1 project | /r/opensource | 30 Mar 2023
Chatgpt 到底是不是开源的？
1 project | /r/China_irl | 25 Mar 2023
A note from our sponsor - WorkOS
workos.com | 26 Apr 2024

The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

Index

What are some of the best open-source embedding projects in Python? This list will help you:

	Project	Stars
1	PaddleNLP	11,423
2	myGPTReader	4,379
3	awesome-community-detection	2,266
4	Angular-Penalty-Softmax-Losses-Pytorch	475
5	AnnA_Anki_neuronal_Appendix	55
6	GLOM-TensorFlow	36
7	exn	11
8	autoembedder	8
9	SHREC2023-ANIMAR	6
10	llm-linker	2