Atiyo Ghosh's repositories

deep_image_prior

Image reconstruction done with untrained neural networks.

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unbounded_gan

Improve generative adversarial network training by deleting a line of code.

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steganographic_bf

A steganographic programming language interepreted from the length of git commit messages.

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dataset_chaos

Chaos games played on common data sets.

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gray_scott

Finite difference partial differential equation simulation with spatial heterogeneity.

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animated_popcorn

Dynamical systems in the ST Monad

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clifford_attractors

Fast, memory-efficient rendering of Clifford attractors in Julia.

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Diffractor.jl

Next-generation AD

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dot_files

Personal dot files, mainly facilitating a REPL-based workflow via NeoVim and tmux.

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Flux.jl

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

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hamiltonian_networks

Hamiltonian Neural Networks for solving Differential Equations

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NeuralPDE.jl

Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

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nflows

Normalizing flows in PyTorch

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sbi

Simulation-based inference in PyTorch

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sbibm

Simulation-based inference benchmark

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wasserstein_gan

A barebones implementation of the Wasserstein GAN in Pytorch.

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what-is

Important concepts in numerical analysis and related areas

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wordle_abc

Playing Wordle with Approximate Bayesian Computation

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