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classy-classification

This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.

easyfsl

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

concise-concepts

This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

proto-clip-toolkit

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

fusionsent

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

dynamic-prompting

Dynamic Few-Shot Prompting is a Python package that dynamically selects N samples that are contextually close to the user's task or query from a knowledge base (similar to RAG) to include in the prompt.