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The Top 23 Few Shot Learning Open Source Projects

Open source projects categorized as Few Shot Learning
Categories > Few Shot Learning
Transferlearning ⭐ 12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 3 months ago
Awesome Domain Adaptation ⭐ 4,822
A collection of AWESOME things about domian adaptation
most recent commit a month ago
Awesome Prompt Engineering ⭐ 2,780
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
most recent commit 3 months ago
Meta Learning Papers ⭐ 2,577
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
most recent commit 5 years ago
Setfit ⭐ 1,813
Efficient few-shot learning with Sentence Transformers
dependent packages 12total releases 13most recent commit 3 months agopypi setfit} Downloads
Pytorch Meta ⭐ 1,724
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
total releases 28most recent commit a year ago
Decryptprompt ⭐ 1,655
总结Prompt&LLM论文，开源数据&模型，AIGC应用
most recent commit 3 months ago
Fsl Mate ⭐ 1,611
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3most recent commit 3 months agopypi paddlefsl} Downloads
Finetuner ⭐ 1,133
🎯 Task-oriented finetuning for better embeddings on neural search
total releases 208most recent commit 9 months ago
Awesome Meta Learning ⭐ 917
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
most recent commit 3 years ago
Medmnist ⭐ 903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
total releases 7most recent commit 3 months ago
Learningtocompare_fsl ⭐ 891
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)
most recent commit 4 years ago
Awesome Papers Fewshot ⭐ 877
Collection for Few-shot Learning
most recent commit a year ago
Hands On Meta Learning With Python ⭐ 857
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
most recent commit 3 years ago
Libfewshot ⭐ 771
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
most recent commit 3 months ago
Awesome_prompting_papers_in_computer_vision ⭐ 769
A curated list of prompt-based paper in computer vision and vision-language learning.
most recent commit 5 months ago
Easy Few Shot Learning ⭐ 737
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
total releases 10most recent commit 4 months ago
Fewrel ⭐ 716
A Large-Scale Few-Shot Relation Extraction Dataset
most recent commit 2 years ago
Meta Transfer Learning ⭐ 710
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
most recent commit a year ago
Meta Dataset ⭐ 679
A dataset of datasets for learning to learn from few examples
most recent commit a year ago
Few Shot Object Detection ⭐ 648
Implementations of few-shot object detection benchmarks
most recent commit 2 years ago
Promptclue ⭐ 592
PromptCLUE, 全中文任务支持零样本学习模型
most recent commit 10 months ago
Few Shot Meta Baseline ⭐ 584
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021
most recent commit 3 years ago
The 2 Most Depended On Few Shot Learning Open Source Projects
Setfit ⭐ 1,813
Efficient few-shot learning with Sentence Transformers
dependent packages 12total releases 13latest release December 07, 2023most recent commit 3 months agopypi setfit} Downloads
Fsl Mate ⭐ 1,611
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3latest release April 02, 2022most recent commit 3 months agopypi paddlefsl} Downloads
The 10 Latest Releases In Few Shot Learning Open Source Projects
Setfit ⭐ 1,813
Efficient few-shot learning with Sentence Transformers
dependent packages 12total releases 13latest release December 07, 2023most recent commit 3 months agopypi setfit} Downloads
Medmnist ⭐ 903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
total releases 7latest release August 17, 2023most recent commit 3 months ago
Finetuner ⭐ 1,133
:dart: Task-oriented finetuning for better embeddings on neural search
total releases 208latest release July 26, 2023most recent commit 9 months ago
Adapt ⭐ 253
Awesome Domain Adaptation Python Toolbox
total releases 17latest release June 19, 2023most recent commit 3 months ago
Adept Augmentations ⭐ 31
A Python library aimed at dissecting and augmenting NER training data.
total releases 3latest release May 08, 2023most recent commit a year ago
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9latest release January 04, 2023most recent commit 6 months ago
Tlidb ⭐ 9
Transfer Learning in Dialogue Benchmarking Toolkit
total releases 7latest release May 10, 2022most recent commit a year ago
Prompt Tuning ⭐ 26
A pipeline for Prompt-tuning
total releases 1latest release May 02, 2022most recent commit 2 years ago
Fsl Mate ⭐ 1,611
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3latest release April 02, 2022most recent commit 3 months agopypi paddlefsl} Downloads
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