Top 11 Python zero-shot-learning Projects

bonito

1 1 784 5.6 Python

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

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GroupViT

2 1 761 0.0 Python

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

3 1 711 5.8 Python

A concise but complete implementation of CLIP with various experimental improvements from recent papers
cycle-diffusion

4 8 628 6.1 Python

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

5 1 410 0.0 Python

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

6 2 381 6.5 Python

Zero and Few shot named entity & relationships recognition
CapDec

7 3 196 5.6 Python

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

8 1 113 1.5 Python

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

9 3 32 7.3 Python

Run zero-shot prediction models on your data
com2fun

10 2 9 6.4 Python

Transform document into function.
slack-gpt-classifier

11 1 6 4.3 Python

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

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
A note from our sponsor - InfluxDB
www.influxdata.com | 16 Jul 2025

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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	bonito	784
2	GroupViT	761
3	x-clip	711
4	cycle-diffusion	628
5	Text-to-Image-Synthesis	410
6	zshot	381
7	CapDec	196
8	zsl-kg	113
9	zero-shot-prediction-plugin	32
10	com2fun	9
11	slack-gpt-classifier	6