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ai-coding-experiments

Code and data for AI-assisted coding experiments

arm-frequency-meter

arm-weight-distance-temperature-meter

basic-statistics

In this notebook, there are some basic statistical problems about estimating the parameters of a distribution, the central limit theorem, and confidence interval.

big-data-lab-team.github.io

Lab website, available at http://slashbin.ca

classification

classification-gender-voice-recognition

Classification and Clustering of Gender by Voice Recognition Using NN, SVM, Naive Bayes, and Agglomerative Algorithms in Python.

communication-modulations

This repository contains three Informative projects including, Signal Frequency-Domain Analysis and Analog & Digital Communication Modulations.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

control-ball-and-beam-system

Stabilization and Tracking Control of The Ball and Beam using PID Controllers in MATLAB SIMULINK.

control-magnetic-levitation-system

Stabilization and Tracking Control of The Ball Magnetic Levitation Systems for Robotic Motion using PID Controllers in MATLAB SIMULINK.

control-position-velocity-dc-motor

Implementation and Simulation of DC motor position and velocity control system using PID controllers, MATLAB and SIMULINK.

coursera-deep-learning-specialization

curriculum

data-engineering-zoomcamp

Free Data Engineering course!

deepunderstandingofdeeplearning

Python code accompanying the course "A deep understanding of deep learning (with Python intro)"

diagnostics-template

dtmf-signals-processing

Tis project aims to analyze Dual Tone Multi Frequency signals in both frequency and time domains using Fourier Transform and Signal Spectrum in MATLAB

ensemble-classification

Ensemble Classification is a way of generating various base classifiers from which a new classifier is derived which performs better than any constituent classifier. These base classifiers may differ in the algorithm used, hyper parameters, representation or the training set

experiment

extraction-components-electroencephalography-signal

Extraction target components of Electroencephalography signals using Common Spatial Subspace Decomposition.

facial-landmarks-detection

Implementation of A Facial Landmarks Detection System, i.e. eyes, lip, etc, using Opencv in Pyhton.

fit-comparison-behavioral-models

Fitting and Comparison of different Behavioral Models , i.e. Rescorla Wagner, Noisy Win-Stay-Lose-Shift, Epsilon Greedy, etc

forecasting-covid-19-cases-dynamic-model

In this analytical project, we apply a dynamic mathematical model for forecasting the probability healthy people in terms of time and number

fuzzy-linreg

A study of Monte-Carlo Arithmetic and linear registration

ica_nilearn_test

independent_component_analysis

From scratch Python implementation of the fast ICA algorithm.

islp_labs

Up-to-date version of labs for ISLP

jdm

notebooks and code for Psych 154, Judgment and Decision Making

labelbuddy

Text labelling desktop application