Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.
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Updated
Jul 9, 2024 - Julia
Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.
Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
A standard library of components to model the world and beyond
This repository is a comprehensive collection of resources to help you master the art and science of system design. Whether you're preparing for a technical interview, looking to improve your architectural skills, or just curious about how large-scale systems work, you'll find valuable content here.
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.
Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
This repository features my project on creating AWS-3-TIER-INFRASTRUCRE using terraform. Also, the different branches features my learning of terraform and guided project by following playlist of Abhishek Veeramalla.
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
The Base interface of the SciML ecosystem
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
Data Structure and Algorithm Handbook
Energy Straggling and Radiation Reaction for Magnetic Bremsstrahlung
Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem
This is my Portfolio website.
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