Nilesh Gupta's starred repositories

LEVER

Official Code Base for ICLR 2024 paper Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction

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MS-MARCO-Web-Search

A large-scale information-rich web dataset, featuring millions of real clicked query-document labels

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DEXML

Dual-encoders for Extreme Multi-label Learning

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magic-wormhole

get things from one computer to another, safely

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ml-sandbox

Repository to prototype ML ideas and take notes on ML concepts.

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FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

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ELIAS

Official codebase for NeurIPS 2022 paper End-to-end Learning to Index and Search in Large Output Spaces

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MUFIN

Multimodal extreme classification

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VL-LTR

VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition

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zestxml

This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning

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perceiver-pytorch

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

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pecos

PECOS - Prediction for Enormous and Correlated Spaces

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bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

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pyxclib

Tools for multi-label classification problems.

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stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

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