A wrapped package to linearize the nonlinear continuous/discrete model. Including **numerical** and **symbolic** calculations.

A statistics package with a variety of bootstrap and other resampling tools. This repository is synced to the same-named repository owned by GNU-Octave. It exists to facilitate publication of the developmental version of the statistics-resampling toolbox at MathWorks FileExchange.

Optimize linear models energy production across 25 regions in a country, balancing renewable and non-renewable sources, seasonal demand fluctuations, and government constraints for cost-effective and environmentally friendly solutions. Using Python Pyomo

A statistics package with a variety of bootstrap and other resampling tools

A free and open-source toolkit has been developed using an anthropomorphic arm model, allowing any data set containing joint angles over time to be implemented to visualise motion for kinematic analysis.

Feedback sentiment analysis (Positive, Neutral, Negative). Applied NLP to automatically identify and extract sentiment. Used Sequential and RNN model for analysis.

MLJ.jl interface for GLM.jl models

This is a R repository of studies that I made on some data sets. There are linear models, predicition models (boosting - bagging - RandomFlorest), clustering and dendograms.

Kernel Localized Linear Regression (KLLR)

Learned the fundamentals and applications in ML: Intro to Prob. & Linear algebra, Decision Theory, MLE & BE, Linear Model, Linear Discriminant function, Perceptron, FLD, PCA, Non-parametric Learning, Clustering, EM, GMM, EM and Latent Variable Model, Probabilistic Graphical Model, Bayesian Network, Neural Network, SVM, Decision Tree and Boosting

A linear model on NYMEX WTI Crude Oil weekly data that predicts the High and Low of each based on the Open, Close, and Volume.

Predicting Used Car Price with Linear Model

A demo showcasing linear regression, reduced-rank regression and a linear system identification algorithm for modelling time series -- and when to apply them.

Tool demonstrating building credit risk models

This repository contains the notes, codes, assignments, quizzes and other additional materials about the course "AI for Medical Prognosis" from DeepLearning.AI Coursera.

find the chance of admission of a candidate based on his/her GRE Score (out of 340), TOEFL Score (out of 120), rating of the University (out of 5) in which he/she is trying to get admission, Strength of the SOP (out of 5), strength of the Letter Of Recommendation (out of 5), CGPA (out of 10) and the research experience (0 or 1) deployed on GCP

Detect whether a social media comment is insulting or derogatory

TensorFlow2 digits classification - Linear Classifier and MLP

This Model is used to Predict Emails data. Either emails are Spam or Normal (Ham) Mail.

LAMA - automatic model creation framework