# Perform the classification task using two approaches: # 1. Bag-of-Embeddings # 2. RNN-based approach # 3. Comparison between Bag-of-Embeddings and RNN-based approach

This project implements a Recurrent Neural Network (RNN)–based language model designed to learn and generate literary text in two distinct languages and styles: Early Modern English from Shakespear…

A machine learning–based text classification system applied to three datasets: 20 Newsgroups for topic detection, IMDb Reviews for English sentiment analysis, and a cleaned SnappFood Persian corpus…

Machine Learning Implementations of Logistic Regression on Four Datasets (Diabetes, Breast Cancer, Weather Forecast, and Bank Marketing)

# Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # # Machine Learning # # Type of dataset: Binary calssification # path = kagglehub.dataset_download("anthonytherrien/dog-vs-cat") # Test …

Somayeh Komeylian – Deep Learning Set 4: Implementations of Dense Models for a Text Dataset, the Iris Dataset, and a Housing Dataset

Deep Learning Implementations for Image Datasets and Binary Classification Dataset - Set 3

# Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # # Deep Learning # Set 2

# Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # # Deep Learning # Set 1

# Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # # Computer Vision # # Making Mask/s for Portion/s of Image/s #

The provided Python code implements a simple banking applicThis is the banking account of Somayeh Komeylian with the recorded information of Full Name: "Somayeh Komeylian", Account Number: "12345",…

Computer Vision-Digital Memorial Albums with Python Codes

Second Set of Machine Learning for Breast Cancer Risk Prediction including Two Sets

# Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # # First Set of Machine Learning Fundamentals for Implementation in Python, Applied to Four Different Datasets: Irises, Cars, Houses, an…

# Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # # Computer Vision # # Object Detection # # Please save the Jupyter file, the given images, and files in the same folder, then run cells…

# Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # # Computer Vision # # Opening the camera of your System # Read, play, and save a video file # Please save the given movie, images and J…

# Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # # Computer Vision # # Calculate the variance of the edge-detected images generated by the Canny algorithm.

# Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # # Computer Vision # # Four Fundamental Techniques in the Image Contrast Enhancement # # Edge Detection and Variance Calculation # # Som…

Python codes for a Tkinter registration form with related images

#Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # Event bindings: The code includes mouse event bindings for the username and password fields to demonstrate the functionality you request…

General Python Codes: Created by Somayeh Komeylian: The provided Tkinter code already demonstrates how to switch between two different frames, contain and contain2, by using the .pack() and .pack_f…

Registration Logic: # If the entered username is not found in the list of registered users, the system allows the user to proceed with registration. # If the username is found in the list, a messag…