Python zero-shot-learning

Open-source Python projects categorized as zero-shot-learning
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Topics: text-to-image Deep Learning Machine Learning Pytorch NLP
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Top 10 Python zero-shot-learning Projects

  • GroupViT

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

  • x-clip

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

  • WorkOS

    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.

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  • cycle-diffusion

    [ICCV 2023] A latent space for stochastic diffusion models

  • bonito

    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

  • Text-to-Image-Synthesis

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

  • zshot

    Zero and Few shot named entity & relationships recognition

    • Project mention: A transformer-based method for zero and few-shot biomedical NER | news.ycombinator.com | 2023-05-12

  • CapDec

    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

  • InfluxDB

    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.

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  • zsl-kg

    Framework for zero-shot learning with knowledge graphs.

  • zero-shot-prediction-plugin

    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

    Transform document into function.

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 related posts

Index

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

Project Stars
1 GroupViT 677
2 x-clip 649
3 cycle-diffusion 516
4 bonito 470
5 Text-to-Image-Synthesis 389
6 zshot 319
7 CapDec 169
8 zsl-kg 107
9 zero-shot-prediction-plugin 24
10 com2fun 9

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