Numerical Analysis algorithms in Python and Octave
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Updated
Jun 4, 2023 - Python
Numerical Analysis algorithms in Python and Octave
A simple web app that calculates the equation of a tangent line of a function at a given point.
Variational Inference with Numerical Derivatives: variance reduction through coupling
Laplace Transform , Inverse Transform, for differentiation & Integration
A simple framework for doing automatical differentiation
Basic python module for beginners demonstrating different numerical techniques
👾 𝗻𝘂𝗺𝗲𝗿𝗶𝗰𝗮𝗹 𝗺𝗲𝘁𝗵𝗼𝗱𝘀 𝗳𝗼𝗿 𝗽𝗵𝘆𝘀𝗶𝗰𝘀: 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁𝗶𝗮𝘁𝗶𝗼𝗻, 𝗼𝗿𝗱𝗶𝗻𝗮𝗿𝘆, 𝗮𝗱𝘃𝗲𝗰𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗵𝘆𝗽𝗲𝗿𝗯𝗼𝗹𝗶𝗰 𝗽𝗮𝗿𝘁𝗶𝗮𝗹 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁𝗶𝗮𝗹 𝗲𝗾𝘀
A very small (<90 LOC) pure python library capable of computing gradients of basic arithmetic functions
A Symbolic Differentiator
Direct Warper implementation used in my PhD thesis (2019)
Python library for calculating formulas for derivatives.
Inefficient recursive differentiation using python
Finite difference matrix operators for performing numerical differentiation in python.
Discord bot that can read crypto markets and calculate rates of change.
Implementation of automatic differentiation (AD) in forward and backward modes with mathematical explanations
A python based GUI software to do most common STEM math operations
PyTorch implementation of the algorithm in https://opg.optica.org/oe/fulltext.cfm?uri=oe-28-25-37773&id=444132
Fractional differentiation as numpy function
ANDA: An open-source tool for automated image analysis of in vitro neuronal cells
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