Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
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Jan 21, 2026 - Python
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differentiation
Here are 34 public repositories matching this topic...
Optimal numerical differentiation of noisy time series data in python.
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Dec 8, 2025 - Python
Implementing (parts of) TensorFlow (almost) from Scratch
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Jul 7, 2017 - Python
👾 numerical methods for physics from grad school at stony brook
python physics linear-algebra astrophysics differential-equations ordinary-differential-equations numerical-methods ffts differentiation computational-fluid-dynamics scientific-machine-learning
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Oct 14, 2024 - Python
Fractional differentiation as numpy function
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Apr 23, 2022 - Python
A Symbolic Differentiator
python symbolic-execution differential-equations sympy differentiation symbolic-differentiation symbolic-derivative symbolic-python
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Dec 9, 2021 - Python
ANDA: An open-source tool for automated image analysis of in vitro neuronal cells
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Oct 3, 2023 - Python
Laplace Transform , Inverse Transform, for differentiation & Integration
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Aug 27, 2023 - Python
Finite difference matrix operators for performing numerical differentiation in python.
python derivative differential-equations finite-difference numerical-methods differentiation numerical-differentiation matrix-operators
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May 11, 2020 - Python
Numerical Analysis algorithms in Python and Octave
python integration interpolation matlab linear-algebra octave factorization numerical-methods differentiation numerical-analysis
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Jun 4, 2023 - Python
Discord bot that can read crypto markets and calculate rates of change.
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Feb 1, 2022 - Python
Implementation of automatic differentiation (AD) in forward and backward modes with mathematical explanations
python automatic-differentiation python3 computation-graph dual-numbers derivatives gradient jacobian hessian differentiation taylor-series partial-derivative scalar-fields directional-derivative
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Nov 13, 2022 - Python
A python based GUI software to do most common STEM math operations
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Sep 23, 2020 - Python
Differentiable generalized eigensolver in JAX. Extracted from PYSCFAD implementation.
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Feb 3, 2026 - Python
The ultimate tool for basic and advanced calculus, including plotting, derivatives, limits, and more.
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Dec 23, 2024 - Python
Variational Inference with Numerical Derivatives: variance reduction through coupling
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Jun 3, 2019 - Python
A symbolic integration calculator built from scratch (no CAS libraries for the core). UI and secondary utilities may use libraries, but the integration engine, parser, AST, simplifier, differentiation, and rule system are handwritten.
python calculus computer-algebra mathematics ast simplification cas expression-parser math-parser differentiation symbolic-math rule-based
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Dec 25, 2025 - Python
Direct Warper implementation used in my PhD thesis (2019)
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Sep 15, 2022 - Python
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