Python implementation of Levenberg-Marquardt algorithm built from scratch using NumPy.
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Nov 13, 2022 - Python
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nonlinear-regression
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doing audio digital signal processing in tensorflow to try to recreate digital audio effects
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Dec 6, 2022 - Python
GPU/TPU accelerated nonlinear least-squares curve fitting using JAX
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Jun 23, 2023 - Python
Easy to use high level python library for popular machine learning algorithms. Has in-built support for graphing and optimizers based in C++.
python machine-learning library neural-network tensorflow linear-regression logistic-regression convolutional-neural-networks gradient-descent k-means nonlinear-regression learn-machine-learning ml-python
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Mar 24, 2023 - Python
Robust Regression for arbitrary non-linear functions
python numpy iteration fitting robust outlier-detection fitting-algorithm ransac bayesian-statistics least-square-regression nonlinear-regression bayesian-updates robust-regression
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Jun 16, 2018 - Python
Regularized Levenberg-Marquardt algorithm for nonlinear regression on small size datasets
python python3 levenberg-marquardt regularization bayesian-inference prior-distribution nonlinear-regression nonlinear-models regularized-regression regularization-methods regularization-parameters
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Jun 23, 2020 - Python
SciPy style API for NLopt
python optimization constrained-optimization global-optimization nonlinear-optimization nlopt nonlinear-regression augmented-lagrangian-method
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Dec 31, 2021 - Python
simple codes, useful in data analysis for physics student
python linear-regression fit data-analysis fourier-transform fastfouriertransform ellipse-fit nonlinear-regression data-analysis-python circle-fitting analisi-dati
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Oct 4, 2024 - Python
CSE 569, Fall 2019 Fundamentals of Statistical Learning Course at ASU
hidden-markov-model mixture-model gaussian-processes principal-component-analysis kmeans-clustering linear-discriminant-analysis central-limit-theorem nonlinear-regression
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Jan 12, 2020 - Python
This is an contrast of linear regression model, used to examine the association between the independent variable(category or contineous) with dependent variable(binary), which is an discrete outcome.
python data-science machine-learning numpy pandas supervised-learning classification confusion-matrix kolmogorov-smirnov nonlinear-regression vif woe-and-iv auc-roc-curve
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Oct 8, 2024 - Python
universal rank-order method to analyze noisy data
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Sep 9, 2021 - Python
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Nov 3, 2022 - Python
Nonlinear Regression based on scikit-learn.
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Feb 19, 2021 - Python
TensorFit is an open source package for curve fitting.
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Sep 30, 2020 - Python
Data Mining Fall 2020
python transportation spss fuel datascience machinelearning datamining energy-consumption aqi nonlinear-regression biofuel fossil-fuel-consumption
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Apr 13, 2021 - Python
Pulses analysis using mysql server for data saving
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Feb 26, 2019 - Python
Computational Linear Algebra - Python
numpy transformations markov-chain pagerank least-squares gaussian-elimination newtons-method gauss-seidel singular-value-decomposition gram-schmidt nonlinear-regression degree-centrality orthogonal-projection keplers-laws jacobi-method eigenvalues-and-eigenvectors
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Nov 30, 2023 - Python
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Nov 3, 2022 - Python
Model evaluation by implementing a linear regression model from scratch using non-linear basis functions
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Nov 12, 2024 - Python
In this work, we formulate a mechanistic model consisting of three first-order Ordinary Differential Equations (ODEs) to describe ethanol production for mezcal by the Saccharomyces cerevisiae yeast using glucose and fructose as substrates.
biostatistics ordinary-differential-equations nonlinear-dynamics mathematical-modelling nonlinear-regression biomathematics saccharomyces-cerevisiae
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Jan 20, 2025 - Python
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