Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)
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Apr 9, 2019 - Python
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Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)
python package implementing a multivariate Horner scheme for efficiently evaluating multivariate polynomials
Generates MinMax polynomial approximations of functions. Stable implementation of the Remez Algorithm using multi-precision arithmetic. Also does C/C++ code generation!
Irene is a python package that aims to be a toolkit for global optimization problems that can be realized algebraically. It generalizes Lasserre's Relaxation method to handle theoretically any optimization problem with bounded feasibility set. The method is based on solutions of generalized truncated moment problems over commutative real algebras.
An open-source library for generating trajectories (multi-axis, multi-segment) using two different methods (trapezoidal, polynomial).
Understanding DNN
Recursive tool for calculating rook polynomial
Find polynomial roots with multiplicities using mpmath.
PyTorch layers to parametrize functions through interpolation.
Capstone Project: Predict Price of Bitcoin cryptocurrency using machine learning algorithms.
A collection of Python implementations of numerical methods based on the pseudocodes from MATH317 lectures, including Bisection, Horner's method, Complete Horner's method, Newton's method, and Polynomial evaluation techniques.
Slow implementation of Reed-Solomon Codes in pure Python
Generate 2D graph and slope and analyze data.
This is a python implemented factoring algorithm, that can be executed in polynomial time on a quantum computer such that it has sufficient Qbits and accuracy.
A Model-Based Signal Processing Library Working With Windowed Linear State-Space and Polynomial Signal Models.
A simple implementation of the Fast Fourier Transform.
A Python library designed for the representation and manipulation of multivariate polynomial matrices.
Chuyển đổi biểu thức f(a, b, c) sang f(p, q, r) hoặc f(u, v, w).
Формирует строки с степенными уравнениями со случайными коэффициентами и импортирует их в файлы. Экпортирует их обратно, преобразует в списки коэффициентов, получает сумму и после преобразования в строку, импортирует в результирующий файл.
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