hsmmi
I'm a master student of AI Currently trying to get some tech experiences Want to retired ASAP and travel around the world
Shiraz
Pinned Repositories
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
k-means-discretization
My first homework on mathematics of AI in Shiraz University
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
PStability-Prototype-Selection
Implementation on my thesis
Word-Document-Citation-Tools
hsmmi's Repositories
hsmmi/DesicionTree
It's 4th homework of Machine Learning in Shiraz university
hsmmi/Word-Document-Citation-Tools
hsmmi/Classification-with-Single-Layer-Neural-Networks
1st homework of Neural Networks and Deep Learning at Shiraz University
hsmmi/digikala-bootcamp
Summer 2022 - Software Engneering - Digikala
hsmmi/digikala-bootcamp-day2
hsmmi/digikala-bootcamp-day3
hsmmi/EC-HW2-Road-alignment-problem
Second homework of evolutionary computing with genetic agorithm
hsmmi/EC-HW3-ES
hsmmi/EC-HW4-NSGA2-Feature-Selection
hsmmi/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
hsmmi/File-Extension-Recovery
hsmmi/fuzzy-in-medicine
It project#2 in Fuzzy system course at Shiraz University
hsmmi/fuzzy-rule-base
It's project#4(final-project) in Fuzzy system course at Shiraz University
hsmmi/HW1-Genetic-Algorithm-8-Queeen
# Evolutionary Computing ## First Homework ### 8-Queen
hsmmi/HW3
hsmmi/imdb-sentiment-analysis
imdb sentiment analysis
hsmmi/kernel-example
hsmmi/NN-models
hsmmi/NNDL-HW4
hsmmi/PacManZ
It's Machine Learning Homework in Shiraz University
hsmmi/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
hsmmi/road-casualty-statistics
hsmmi/sfcource
hsmmi/square-root
3-rd homework of Mathematics in AI at Shiraz University
hsmmi/SVM
Homework#3 in Statistical Pattern Recognition at Shiraz University
hsmmi/TM-LM
hsmmi/TM_Final_Project
hsmmi/TMDB-5000-Movie-Dataset
hsmmi/webapp-symfony
hsmmi/within-distance
4th homework of Mathematics in AI at Shiraz University