数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合
A MATLAB project which applies the central limit theorem on PDFs and CDFs of different probability distributions.
Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.
Bayasian Sequential Simulation (BSS)
Probability Models, Detection, and ML + MMSE estimation
These projects were part of the course Data Analysis (ECE Department, AUTH, 7th semester).
Simulation of gas diffusion is 3D using MATLAB and the random walker algorithm.
Collection of MATLAB libraries
Probabilities of the sum results from rolling n dice with s sides
Simulation of integrated information in biological systems.
A repo which deals with Computational Methods in Mathematics, mainly applied in the context of Mathematical Finance, even though it can be applied to almost any domain where you need Probability, Partial Differential Equations, Stochastic Differential Equations, Characteristic Functions, Lévy Processes, Stochastic Volatility, FFT, etc.
This repository includes my homework/project solutions for MAE M20 (MATLAB programming) taken during Fall 2019
A Statistics Assignment for Probability Distributions done with MatLab
The Matlab source code for basic probability used in information theory.
Two-Dimensional Data Whitening and Receiver Operational Characteristic Determination
Probability Methods for Informatics Engineering (University of Aveiro)
A Matlab application that predicts your chances to win a certain lottery game based on the rules of the game you enter. It was an application for the usage of discrete random variables in our real life. Final project for probability and statistics course.
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