ammahmoudi Goto Github PK

adaboost-implementation

implementing AdaBoost from scratch and comparing it with Scikit-Learn's implementation along with exploring concept of early stopping and weighted errors in boosting algorithms.

ammahmoudi.github.io

my github personal website

ants-colony

Ants Coloney multi-processing app

arkanoid

classic arkanoid game using java and swing

bike-sharing-trends

Predicting bike sharing trends using classic machine learning methods (linear regression, decision tree)

breast-cancer-prediction

Breast Cancer survival analysis using Machine Learning

closestpointsfinder

Finding closest points on a 2d plane with different data structures in O(n log n)

covid-19-autoencoder

Using Autoencoder in keras as a nonlinear dimensionality reduction method to encode COVID-19 patients data

credit-risk-prediction

Predicting credit risk when a person requests for loan using random forest on south German dataset (fixing imbalanced data)

customer-data-platform

data-visualization

A curated collection of innovative data visualization projects

decision-tree-implementation

Implementing Decision Tree Classifer from scrath and then train it on breast cancer dataset from the University of Wisconsin Hospitals

designalgorithms

Homework Solutions for Design Algorithm Course as Computer Science B.Sc. Student at Department of Mathematical Sciences, Sharif University of Technology

dinning-philosophers

Implenting Dinning Philosophers problem in a client-server style with nice GUI using java and javafx

face-recognition

Face recognition using Eigen faces, PCA and support vector machines

farthestnodefinding

finding farthest node from given starting node using dijkstra

fluxomic-prediction

Applying implicit deep learning and convex optimization layers to infer metabolic fluxes from gene expression data

galaxy-classifier

Classifing galaxy images using a MLP Model with PyTorch

handwritten-digit-classification

Handwritten Digit Classification on MNIST dataset using Conventional Neural Network in PyTorch

image-captioning-rnn

Image Captioning using Recurrent Neural Networks on Flickr images with pretrained ResNet50 model features.

introduction_to_machine_learning

Materials of a Machine Learning course Supervised By Dr. Ali Sharifi zarchi

introductiontobioinformatics

Homework Solutions for Introduction to Bioinformatics Course as Computer Science B.Sc. Student at Department of Computer Engineering, Sharif University of Technology

introductiontomachinelearning

Introduction to Machine Learning, for B.Sc. Students, Industrial Engineering Department, Sharif University of Technology

iterative-methods-for-eigenvalue-problem

Applying Diffrenet iterative methods to find some specific (smallest or largest) eigen values

jekyll-posts-from-github

Automatically generate Jekyll posts from all the README files of a Github user.

mapreduce-examples

Map Rduce Examples using pure Scala and Then using Spark

ms-back

ms-front

numericalanalysis

Homework Solutions for Numerical Analysis Course as Computer Science B.Sc. Student at Department of Mathematical Sciences, Sharif University of Technology

os-taskmanager

a context switching simulation of operation system supporting every context switching algorithms and deadlock prevention methods