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Yash Raj Singh's Projects

heat icon heat

Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

linearsolve.jl icon linearsolve.jl

LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.

nlsolve.jl icon nlsolve.jl

Julia solvers for systems of nonlinear equations and mixed complementarity problems

nonlinearsolve.jl icon nonlinearsolve.jl

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

python_sales_analysis icon python_sales_analysis

Data Analysis and Visualisation done on 12 months of Sales Data from an electronics store using Python and its libraries: Pandas and Matplotlib

scimlbenchmarks.jl icon scimlbenchmarks.jl

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

simplenonlinearsolve.jl icon 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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