zero-shot-learning

Open-source projects categorized as zero-shot-learning
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Topics: few-shot-learning Natural Language Processing openai clip NLP
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Top 17 zero-shot-learning Open-Source Projects

  • awesome-domain-adaptation

    A collection of AWESOME things about domian adaptation

  • Hands-On-Meta-Learning-With-Python

    Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

  • 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.

    InfluxDB logo

  • 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

  • cycle-diffusion

    [ICCV 2023] A latent space for stochastic diffusion models

  • xmtf

    Crosslingual Generalization through Multitask Finetuning

  • 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

  • SaaSHub

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  • Text-to-Image-Synthesis

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

  • zshot

    Zero and Few shot named entity & relationships recognition

  • Awesome-Weak-Shot-Learning

    A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.

  • 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

  • zsl-kg

    Framework for zero-shot learning with knowledge graphs.

  • ToLD-Br

    Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis

    • Project mention: Toxicity in Tweets using a BERT model | dev.to | 2024-04-11

    The dataset is based on ToLD-Br, which is a huge dataset of tweets (or is it Xeets now?) that contains some additional info such as a classification if the text contains homophobia, obscenity, insults, racism, misogyny and xenophobia. The dataset for the competition, however, is a simple toxicity column.

  • 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.

  • Puffin-Discord-Bot

    Open source discord moderation bot leveraging NLP with a focus on explainability.

    • Project mention: Show HN: Puffin – an open-source NLP-powered Discord Bot | news.ycombinator.com | 2024-01-21

  • slack-gpt-classifier

    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

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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).

zero-shot-learning related posts

Index

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

Project Stars
1 awesome-domain-adaptation 4,905
2 Hands-On-Meta-Learning-With-Python 1,123
3 GroupViT 696
4 x-clip 651
5 cycle-diffusion 518
6 xmtf 496
7 bonito 490
8 Text-to-Image-Synthesis 389
9 zshot 323
10 Awesome-Weak-Shot-Learning 183
11 CapDec 170
12 zsl-kg 107
13 ToLD-Br 34
14 zero-shot-prediction-plugin 26
15 com2fun 9
16 Puffin-Discord-Bot 7
17 slack-gpt-classifier 4

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