PrithivirajDamodaran/ZSIC

Zero Shot Image Classification but more, Supports Multilingual labelling and a variety of CNN based models for a vision backbone by using OpenAI CLIP for $ conscious uses (Super simple, so a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

Language: Python - Size: 51.8 KB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 8

JagritiGautam793/FewShotLearning

This project implements multiple approaches for classifying Alzheimer's MRI scans using both few-shot learning and zero-shot learning techniques. The project includes three different implementation approaches to tackle the classification problem.

Language: Python - Size: 10.7 KB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

PrithivirajDamodaran/Alt-ZSC

Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

Language: Python - Size: 2.66 MB - Last synced at: 4 days ago - Pushed at: about 3 years ago - Stars: 36 - Forks: 5

sunilpanda14/PolyToxiQ

A Polymer Toxicity Prediction Tool using PSMILE Strings

Language: Python - Size: 38.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

TheLucasSchwarz/zeroshotENGINE

A scientific zero-shot text classification engine based on various LLM models.

Language: Python - Size: 113 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

kangh1/rhythmic_sharing

Glial-inspired ANN algorithm for unsupervised classification and zero-shot prediction of nonstationary dynamics. Based on dynamical systems theory with a bit of simplicial homotopy theory. Preprint of the manuscript available in the URL.

Language: Jupyter Notebook - Size: 1.72 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

eeshan15/FLAN-T5-Model-Implementation

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

TalSchuster/CrossLingualContextualEmb

Cross-Lingual Alignment of Contextual Word Embeddings

Language: Python - Size: 44.9 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 99 - Forks: 9

schwienernitzel/bundestag-analytics

Parse, analyze and evaluate speeches of German plenary sessions (Bundestag)

Language: Python - Size: 129 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Jimil1407/Inventory_management

An Inventory Management system that utilizes zero-shot learning and machine vision to automatically classify and track inventory items.

Language: Jupyter Notebook - Size: 15.6 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

AmanPriyanshu/AdaptKeyBERT Fork of MaartenGr/KeyBERT

AdaptKeyBERT: keyword/keyphrase extraction with zero-shot and few-shot semi-supervised domain adaptation

Language: Jupyter Notebook - Size: 558 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 21 - Forks: 2

XaverKrueckl/BaySIDshot

Master Thesis on Analyzing Slot and Intent Detection for Upper German Dialects via Zero-Shot Transfer Learning

Language: Python - Size: 3.14 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

maxent-ai/zeroshot_topics

Topic Inference with Zeroshot models

Language: Python - Size: 56.6 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 61 - Forks: 7

shadowbourne/ZSL-KG-Plus

MSci Dissertation - Zero-Shot Learning: Towards the Effortless Classification of Mystical Creatures

Size: 48.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

purbayankar/Transformer_f-CLSWGAN

Advanced Feature Generating Networks for Zero-Shot Learning with Axial Attention transformer

Language: Jupyter Notebook - Size: 9.77 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 2

AlinaMustaqeem/open-LLM

Kickstart with LLMs

Language: Jupyter Notebook - Size: 32.2 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

KaikePing/SynPL

SynPL: a zero-shot prompt language model to process multiple-choice questions on synonyms

Language: Jupyter Notebook - Size: 988 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

petuum/gzsl_text

Code for Generalized Zero-Shot Text Classification for ICD Coding (IJCAI 2020)

Language: Python - Size: 81.1 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 17 - Forks: 6

praveendecode/PromptIQ

Effortlessly perform sentiment analysis, translation, speech synthesis, summarization, and Q&A tasks with an interactive UI using prompt engineering

Language: Python - Size: 674 KB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

savnani5/Zero-Shot-Emotion-Recognition-with-AAE

Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders

Language: Python - Size: 6.95 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 2

zcrwind/tgg-pytorch

The source code of our ACM MM 2019 paper "TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning".

Language: Python - Size: 2.32 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 22 - Forks: 4

DivyaRustagi10/indicCTM-Foundations

Contextualized Topic Modeling using Zero-Shot Learning on Indic Languages (IndicCTM)

Language: Jupyter Notebook - Size: 984 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

SLAB-NLP/Linguistic-Blood-Bank

Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank, Malkin et al., NAACL 2022

Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 1

ppriyank/Pytorch-Zero-Shot-Person-Re-identification-via-Cross-View-Consistency

Slightly Tweaked implementation of the Zero-Shot Person Re-identification via Cross-View Consistency in Pytorch

Language: Python - Size: 217 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

bhattbhavesh91/zero-shot-huggingface-demo

Zero Shot Classification with HuggingFace Pipeline

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 3

Jivanni/xlm-roberta-large-it-mnli

Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ranarag/ZSCRGAN

Language: Python - Size: 681 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

gaow0007/ZeroShotLinearStyleTransfer

Arbitrary Style Transfer

Language: Python - Size: 11.7 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0