GitHub / pedram-ep 1 Repository
pedram-ep/skip-list
An Implementation of Skip List Data Structure using Python language.
Language: Python - Size: 14.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
pedram-ep/hosvd-image-denoising
An Implementation and analysis on the paper "Image Denoising using the Higher Order Singular Value Decomposition".
Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
pedram-ep/UMAP-variants
A brief exploration on two variants of UMAP: Parametric UMAP and Approximate UMAP.
Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
pedram-ep/NF-ToN-IoT-V2
The NF-ToN-IoT-V2 dataset was preprocessed and analyzed through exploratory data analysis. A secondary dataset was created for classification models. Using Lazypredict, various models were evaluated based on accuracy and F1 score. Finally, the top three models were selected, trained on the preprocessed data, and their performance was analyzed.
Language: Jupyter Notebook - Size: 839 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
pedram-ep/BBC-News-Topic-Modeling
This project focuses on topic modeling using a dataset of BBC news articles. The goal is to preprocess the text, apply dimensionality reduction techniques, perform clustering, and extract keywords to identify topics within the articles. The dataset includes articles from five categories: business, entertainment, politics, sport, and tech.
Language: Jupyter Notebook - Size: 3.31 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
pedram-ep/zacharys-karate-club
Graph-Based Machine Learning: Zachary's Karate Club Dataset
Language: Jupyter Notebook - Size: 209 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
pedram-ep/git-ninjas Fork of QueraTeam/git-ninjas
This repo is about our Practical Git course, and contains a list of users that successfully finished the course.
Size: 402 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
pedram-ep/primal-dual
Linear Optimization Primal-Dual calculator
Language: Python - Size: 13.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0