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The Top 23 Python Few Shot Learning Open Source Projects

Open source projects categorized as Python 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 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
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
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
Medmnist ⭐ 903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
total releases 7most recent commit 3 months ago
Libfewshot ⭐ 771
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
most recent commit 3 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
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
Lm Bff ⭐ 550
ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723
most recent commit 2 years ago
Mmfewshot ⭐ 542
OpenMMLab FewShot Learning Toolbox and Benchmark
total releases 1most recent commit a year ago
P Tuning ⭐ 528
A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
most recent commit 2 years ago
Few Shot ⭐ 520
Repository for few-shot learning machine learning projects
most recent commit 4 years ago
Metaoptnet ⭐ 480
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
most recent commit a year ago
Self Refine ⭐ 390
LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
most recent commit 3 months ago
Few Nerd ⭐ 350
Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"
most recent commit 7 months ago
Fewclue ⭐ 347
FewCLUE 小样本学习测评基准，中文版
most recent commit 2 years ago
Hugnlp ⭐ 345
HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊
most recent commit 6 months ago
Pal ⭐ 308
PaL: Program-Aided Language Models
most recent commit 10 months ago
Prodigy Openai Recipes ⭐ 305
✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3
most recent commit 8 months ago
Test ⭐ 290
Measuring Massive Multitask Language Understanding | ICLR 2021
most recent commit a year ago
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9most recent commit 6 months ago
The 10 Latest Releases In Python Few Shot Learning Open Source Projects
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
Mmfewshot ⭐ 542
OpenMMLab FewShot Learning Toolbox and Benchmark
total releases 1latest release November 24, 2021most recent commit a year ago
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