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Siddharth Srinivasan (sidward)

sidward

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Home Page:http://www.mit.edu/~ssi/

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Siddharth Srinivasan's starred repositories

manim

A community-maintained Python framework for creating mathematical animations.

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ppcs

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memray

Memray is a memory profiler for Python

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magic-trace

magic-trace collects and displays high-resolution traces of what a process is doing

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Bjork

PyTorch implementation of 'B-spline Parameterized Joint Optimization of Reconstruction and K-space Trajectories (BJORK) for Accelerated 2D MRI''

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hist_thresh

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or-tools

Google's Operations Research tools:

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flax

Flax is a neural network library for JAX that is designed for flexibility.

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maxim

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

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Proton

Compatibility tool for Steam Play based on Wine and additional components

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pytorch-lars

PyTorch implementation of LARS (Layer-wise Adaptive Rate Scaling)

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warp

A Python framework for high performance GPU simulation and graphics

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informative-drawings

Unpaired line drawing generation

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composer

Supercharge Your Model Training

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functorch

functorch is JAX-like composable function transforms for PyTorch.

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lecun1989-repro

Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.

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orie7191

Materials for ORIE 7191: Topics in Optimization for Machine Learning

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c-lang

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trax

Trax — Deep Learning with Clear Code and Speed

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torchrec

Pytorch domain library for recommendation systems

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guided-diffusion

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SPatchGAN

The Official TensorFlow Implementation for SPatchGAN (ICCV2021)

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pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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SDDP.jl

Stochastic Dual Dynamic Programming in Julia

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pytype

A static type analyzer for Python code

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csgm-mri-langevin

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Celeste

Celeste Bugs & Issue Tracker + some Source Code

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pyimgui

Cython-based Python bindings for dear imgui

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einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

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standard-readme

A standard style for README files

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