Top 7 Python few-shot Projects

transferlearning

1 12,867 7.8 Python

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
DeepKE

2 2,953 9.5 Python

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

Project mention: Would this method work to increase the memory of the model? Saving summaries generated by a 2nd model and injecting them depending on the current topic. | /r/LocalLLaMA | 2023-06-09

InfluxDB

www.influxdata.com featured

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.
learn2learn

2 2,537 5.3 Python

A PyTorch Library for Meta-learning Research
custom-diffusion

11 1,778 5.6 Python

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
FSL-Mate

1 1,640 4.8 Python

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

2 319 6.6 Python

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

DeceiveD

1 249 0.0 Python

[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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).