Algorithm is a library of tools that is used to create intelligent applications.
computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks
Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.
Outlier detection for categorical data
A Julia package that provides (feedback) particle filters for nonlinear stochastic filtering and data assimilation problems
Exercise solution to the Probability Theory course
This group project observed the impact of different student demographic variables such as parental education level, lunch option, ethnicity, gender and others on student's academic performance. The tools utilized were regression and conditional probability. R and Excel were used for these methodologies.
💬 Conditional Probability Clearly Explained
This repository is dedicated to providing a comprehensive learning path for mastering statistics in the field of data science
All the code, PDFs and LaTeX source from the UK Winning M3 Challenge 2022 team from Watford Boys Grammar School (15440).
3 machine learning projects
Monty Hall Problem Game
conditional probability density functional theory with examples
Curso de adquisición y análisis de datos con técnicas multivariadas, teoría de gráficas, y redes.
Create comprehensive customer profiles for each AeroFit treadmill product through descriptive analytics. Develop two-way contingency tables and analyze conditional and marginal probabilities to discern customer characteristics, facilitating improved product recommendations and informed business decisions.
A computational model simulating human-robot interaction.
Probability and Statistics - R Manual
calculating causal relationship between independent and dependent variables
Fundamentals of Biometric Systems Design Assignments
A spam filter for SMS messages using the multinomial Naïve Bayes algorithm
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