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Aditya Singh's Projects

aima-pseudocode icon aima-pseudocode

Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

awesome-jax icon awesome-jax

JAX - A curated list of resources https://github.com/google/jax

awesome-trusty icon awesome-trusty

Curation and brief overviews of reliability and trustworthiness of predictions

biggan-pytorch icon biggan-pytorch

See https://github.com/ilyakava/gan for results on Imagenet 128. Code for a Multi-Hinge Loss with K+1 Conditional GANs

clip icon clip

Contrastive Language-Image Pretraining

datm icon datm

ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching

equinox icon equinox

Callable PyTrees and filtered transforms => neural networks in JAX. https://docs.kidger.site/equinox/

eqxvision icon eqxvision

A Python package of computer vision models for the Equinox ecosystem.

ftd-distillation icon ftd-distillation

The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)

homm icon homm

High order Moment Models

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