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Dwarak 's Projects

cuda icon cuda

CUDA notes - Programming massively parallel computers.

diffusion icon diffusion

A clean and simple implementation of Diffusion Models with Stochastic Differential Equations

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

nabu icon nabu

Code for the paper "NABU - Multilingual Graph-based Neural RDF Verbalizer"

nlp-tutorials icon nlp-tutorials

Minimal NLP implementations to understand them from the ground up. Why this when there are thousand other tutorials and huggingface? Too many abstractions, man, stuff is super complicated. I just want to see a documented piece of code and get the idea in like 1 min. So this is attempt to do that.

optimus icon optimus

ML from scratch in python and CUDA for educational purposes.

pyfl icon pyfl

A framework for decentralized ML

sarvik icon sarvik

A physics simulation engine in c++

sparsify icon sparsify

A simple, flexible, no-nonsense neural network sparsification library for PyTorch

sparsity icon sparsity

Research on improving the efficiency of finding lottery tickets.

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