Pinned Repositories
Abhishek-1Bhatt
Config files for my GitHub profile.
AI_Curriculum
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
BeautifulAlgorithms.jl
Concise and beautiful algorithms written in Julia
calculator
A simple calculator for demo
ParallelizedDynamics
Exploring Julia's Parallel Computing capabilities.
Parameter-Estimation-And-MPI
QuantumOpticsBase.jl
Base functionality library for QuantumOptics.jl
QuantumSavory.jl
A full stack simulator of quantum hardware, from the low-level analog physics to high-level network dynamics. Includes discrete event simulator, symbolic representation for quantum object, and works with many backend simulators.
DiffEqFlux.jl
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
SciMLSensitivity.jl
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.
ba2tro's Repositories
ba2tro/Abhishek-1Bhatt
Config files for my GitHub profile.
ba2tro/ChainRules.jl
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
ba2tro/covid-trends
Julia code for visualization of Covid-19 Data
ba2tro/CUDA.jl
CUDA programming in Julia.
ba2tro/DiffEqFlux.jl
Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
ba2tro/DiffEqNoiseProcess.jl
A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)
ba2tro/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
ba2tro/lapack
LAPACK development repository
ba2tro/model
model framework for ml
ba2tro/ModelingToolkit.jl
A 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
ba2tro/MyExample1.jl
This is an example julia package
ba2tro/NeuralOperators.jl
learning the solution operator for partial differential equations in pure Julia.
ba2tro/OpenBLAS
OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
ba2tro/OperatorLearning.jl
No need to train, he's a smooth operator
ba2tro/OrdinaryDiffEq.jl
High performance differential equation solvers for ordinary differential equations, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
ba2tro/QuantumClifford.jl
Clifford circuits, graph states, and other quantum Stabilizer formalism tools.
ba2tro/QuantumInterface.jl
Lightweight interface for Quantum Physics related packages
ba2tro/QuantumMeasurements.jl
Fun little demo for stochastic differentiation of expected state of a ket with respect to measurement parameters.
ba2tro/QuantumSavory.jl
A full stack simulator of quantum hardware, from the low-level analog physics to high-level network dynamics. Includes discrete event simulator, symbolic representation for quantum object, and works with many backend simulators.
ba2tro/QuantumSymbolics.jl
Computer algebra tools for symbolic manipulations in quantum mechanics and quantum information
ba2tro/Recovery-Model
Simple Stochastic model to simulate the recovery of a population from epidemic.
ba2tro/SciMLSensitivity.jl
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, and more for ODEs, SDEs, DDEs, DAEs, etc.
ba2tro/scipy
SciPy library main repository
ba2tro/Simple-Epidemic-Model
This project looks at a simple Stochastic model for the simulation of an outbreak. It presents the compartmental SIR model in a very simple way.
ba2tro/SimpleChains.jl
Simple chains
ba2tro/Spatial-Epidemic-Model
This a Monte Carlo Simulation of the spread of an epidemic that keeps track of the movement of the agents.
ba2tro/StaticArrays.jl
Statically sized arrays for Julia
ba2tro/StochasticDiffEq.jl
Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem
ba2tro/sympy
A computer algebra system written in pure Python
ba2tro/universal_differential_equations
Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML