hsmmi Goto Github PK

bayesian

Homework#3 in Statistical Pattern Recognition at Shiraz University

classification-with-single-layer-neural-networks

1st homework of Neural Networks and Deep Learning at Shiraz University

clustering-equivalence-relation

Project#1 on Fuzzy system at Shiraz University

desiciontree

It's 4th homework of Machine Learning in Shiraz university

digikala-bootcamp

Summer 2022 - Software Engneering - Digikala

digikala-bootcamp-day2

digikala-bootcamp-day3

ec-hw2-road-alignment-problem

Second homework of evolutionary computing with genetic agorithm

ec-hw3-es

ec-hw4-nsga2-feature-selection

exact-acceleration-of-k-means-and-k-means-parallel

Implementation of "Exact Acceleration of K-Means++ and K-Means||" paper with doi: https://doi.org/10.24963/ijcai.2021/403 by python

file-extension-recovery

fuzzy-c-mean

It's project#3 in Fuzzy system course at Shiraz University

fuzzy-in-medicine

It project#2 in Fuzzy system course at Shiraz University

fuzzy-rule-base

It's project#4(final-project) in Fuzzy system course at Shiraz University

hw1-genetic-algorithm-8-queeen

# Evolutionary Computing ## First Homework ### 8-Queen

hw3

imdb-sentiment-analysis

imdb sentiment analysis

k-means-discretization

My first homework on mathematics of AI in Shiraz University

kernel-example

linear-regression

Linear regression tries to model the relationship between two variables by applying a linear equation to a series of data. Your task is to train linear model on the given datasets. Implement linear regression using closed form solution and the Gradient Descent algorithm (Batch or Stochastic, only one) and test your implementation on the given Test Dataset. • Use the Data-Train to train your model, and test on the Data-Test. • Plot of the datasets and regression lines. • Plot cost function for enough iteration for linear regression in Gradient Descent (Batch or stochastic, only one). • Report the learned parameters (θ0 , θ1 , ..., θn ), and also the value of MSE error on the train and test data. • Do not forget that you could normalize the data.

linear-regression-d-norm

Homework#2 in Mathematics of Artificial Intelligence at Shiraz University

logistic_and_softmax_regression

Homework#2 in Statistical Pattern Recognition at Shiraz University

nn-models

nndl-hw4

pacmanz

It's Machine Learning Homework in Shiraz University

pca-fisher-lda

Part of Homework#4 in Statistical Pattern Recognition at Shiraz University

python-for-data-analysis-3e

I started to teaching Data Analysis from this book ("Python for Data Analysis, 3E") and I would be happy if it going to help you

road-casualty-statistics

sfcource