Top 11 Python zero-shot-learning Projects

GroupViT

1 714 0.0 Python

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.
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x-clip

1 676 5.8 Python

A concise but complete implementation of CLIP with various experimental improvements from recent papers
bonito

1 652 6.9 Python

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT. (by BatsResearch)

Project mention: FLaNK AI for 11 March 2024 | dev.to | 2024-03-11
cycle-diffusion

8 554 6.1 Python

[ICCV 2023] A latent space for stochastic diffusion models
Text-to-Image-Synthesis

1 395 0.0 Python

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
zshot

2 339 6.7 Python

Zero and Few shot named entity & relationships recognition
CapDec

3 180 5.6 Python

CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)

Project mention: Open source – Unsupervised captioning getting closer to supervised captioning | news.ycombinator.com | 2024-04-20
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Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
zsl-kg

1 108 1.5 Python

Framework for zero-shot learning with knowledge graphs.
zero-shot-prediction-plugin

3 29 7.3 Python

Run zero-shot prediction models on your data

Project mention: Zero-Shot Prediction Plugin for FiftyOne | dev.to | 2024-03-13

fiftyone plugins download https://github.com/jacobmarks/zero-shot-prediction-plugin
com2fun

2 9 6.4 Python

Transform document into function.
slack-gpt-classifier

1 5 4.3 Python

Python scripts to extract Slack messages, and classify their intent using OpenAI's GPT-4 API

Project mention: Classifying Slack Messages with GPT-4 | news.ycombinator.com | 2024-04-28

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 zero-shot-learning discussion

Python zero-shot-learning related posts

Open source – Unsupervised captioning getting closer to supervised captioning

1 project | news.ycombinator.com | 20 Apr 2024
Reverse engineer Stable Diffusion images

2 projects | news.ycombinator.com | 8 Feb 2023
[D] Problems with proprietary datasets

4 projects | /r/MachineLearning | 19 May 2022
[R] Zero-Shot Learning with Common Sense Knowledge Graphs

1 project | /r/MachineLearning | 3 Sep 2021
Text to Image generation using path file

1 project | /r/pytorch | 31 May 2021
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Index

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

	Project	Stars
1	GroupViT	714
2	x-clip	676
3	bonito	652
4	cycle-diffusion	554
5	Text-to-Image-Synthesis	395
6	zshot	339
7	CapDec	180
8	zsl-kg	108
9	zero-shot-prediction-plugin	29
10	com2fun	9
11	slack-gpt-classifier	5