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Few Shot Learning Python Packages

Python packages with the GitHub topic few-shot-learning. Sorted by relevance, with stars and monthly downloads.
huggingface
setfit

Efficient few-shot learning with Sentence Transformers

218K 3K 258
MedMNIST
medmnist

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

44K 1K 207
tristandeleu
torchmeta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

28K 2K 266
tata1661
paddlefsl

FSL-Mate: A collection of resources for few-shot learning (FSL).

20K 2K 288
adapt-python
adapt

Awesome Domain Adaptation Python Toolbox

3K 369 55
MantisAI
sieves

Plug-and-play document AI with zero-shot models.

2K 124 8
jina-ai
finetuner

Task-oriented finetuning for better embeddings on neural search.

2K 2K 68
sicara
easyfsl

Ready-to-use PyTorch code to boost your way into few-shot image classification

1K 1K 172
willysk73
mdpo-llm

Incremental Markdown translation with LLMs — track blocks in PO files, only retranslate what changed

1K 0 0
IRVLUTD
fewsoldataloader

This repo hosts the PyTorch dataloader for FewSOL dataset | ICRA 2023

1K 2 0
IRVLUTD
proto-clip-toolkit

A simple toolkit from Proto-CLIP demo that provies speech recognition, part-of-speech tagging and realworld robot demo APIs.

808 53 7
benedictchen
meta-learning-toolkit

meta-learning toolkit for Artificial Intellgence (AI) development

673 0 0
ChristopherMarais
ibbi

The Intelligent Bark Beetle Identifier (IBBI) is a Python package that provides a simple and unified interface for detecting and classifying bark and ambrosia beetles from images. https://joss.theoj.org/papers/10.21105/joss.08796

495 4 0
lucidrains
cross-transformers-pytorch

Implementation of Cross Transformer for spatially-aware few-shot transfer, in Pytorch

429 54 12
subhayudutta
metavisionary

Meta Learning (ProtoMAML) Package

377 1 0
burning-cost
insurance-thin-data

Transfer learning and foundation models for thin-segment pricing - GLMTransfer, TabPFN wrapper, MMD shift test

368 0 0
adapt-python
adaptation

Awesome Domain Adaptation Package Toolbox for Tensorflow and Scikit-learn

325 369 55
sebischair
fusionsent

FusionSent: A Fusion-Based Multi-Task Sentence Embedding Model

198 17 0
alon-albalak
tlidb

Transfer Learning in Dialogue Benchmarking Toolkit

171 14 5
davidberenstein1957
adept-augmentations

A Python library aimed at dissecting and augmenting NER training data.

129 61 1
open-mmlab
mmfewshot

OpenMMLab FewShot Learning Toolbox and Benchmark

116 753 124
jina-ai
finetuner-client

Finetuner allows one to tune the weights of any deep neural network for better embeddings on search tasks.

102 2K 68
Renovamen
metallic

A clean, lightweight and modularized PyTorch meta-learning library.

93 7 0
DengBoCong
state-op

A state engine for natural language processing that supports custom operators

68 41 14
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