Avik Pal (avik-pal)

avik-pal

Geek Repo

Company:Massachusetts Institute of Technology

Location:Cambridge, MA

Home Page:https://avik-pal.github.io

Twitter:@avikpal1410

Github PK Tool:Github PK Tool


Organizations
FluxML
JuliaLabs
JuliaLang
LuxDL
SciML
torchgan

Avik Pal's repositories

Wandb.jl

Unofficial Julia bindings for logging experiments to wandb.ai

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academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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General

The official registry of general Julia packages

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ADTypes.jl

Repository for SciML AD backend types

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BandedMatrices.jl

A Julia package for representing banded matrices

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ChainRules.jl

forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs

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DelayDiffEq.jl

Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay differential equations, and differential-algebraic equations.

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DiffEqBase.jl

The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

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DiffEqCallbacks.jl

A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers

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Documenter.jl

A documentation generator for Julia.

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Enzyme.jl

Julia bindings for the Enzyme automatic differentiator

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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ExplicitImports.jl

Figure out what implicit exports a Julia module is relying on, in order to make them explicit

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Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

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Krylov.jl

A Julia Basket of Hand-Picked Krylov Methods

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MPI.jl

MPI wrappers for Julia

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NNlib.jl

No description, website, or topics provided.

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NonlinearSolve.jl

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

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Optim.jl

Optimization functions for Julia

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OrdinaryDiffEq.jl

High performance differential equation solvers for ordinary differential equations, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

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SciMLBase.jl

The Base interface of the SciML ecosystem

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SciMLBenchmarks.jl

Benchmarks for scientific machine learning (SciML) software and differential equation solvers

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SimpleNonlinearSolve.jl

Fast and simple nonlinear solvers for the SciML common interface. Newton, Broyden, Bisection, Falsi, and more rootfinders on a standard interface.

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SparseDiffTools.jl

Fast jacobian computation through sparsity exploitation and matrix coloring

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Symbolics.jl

Symbolic programming for the next generation of numerical software

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TaylorDiff.jl

Taylor-mode automatic differentiation for higher-order derivatives

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www.julialang.org

Julia Project website

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Yggdrasil

Collection of builder repositories for BinaryBuilder.jl

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