Ecosyste.ms: Awesome

https://github.com/goldsharon/identification-of-medicinal-plants

Deep Learning CNN Model used to identify medicinal plants. Implementation of flask framework web application

Last synced: 17 Dec 2024

https://github.com/goldsharon/spamshield

SpamShield is a Flask-based web application that employs machine learning to swiftly identify and flag spam content in emails and text messages, offering users real-time protection against unwanted solicitations. With an intuitive interface and privacy-conscious design, SpamShield ensures efficient spam detection while safeguarding user privacy

email-filtering flask-application machine-learning naive-bayes-classifier privacy-conscious-design real-time-protection spam-detection spam-identification text-message-filtering user-friendly-interface

Last synced: 17 Dec 2024

https://github.com/goldsharon/svm-from-scratch

Custom SVM implementation from scratch in Python

Last synced: 17 Dec 2024

https://github.com/goldsharon/logistic-regression-from-scratch

A Logistic Regression model built from scratch in Python using NumPy, without ML libraries. It includes gradient descent, binary classification, and adjustable learning rates, demonstrating training, predictions, and weight updates with sigmoid activation.

binary-classification data-science from-scratch gradient-descent logistic-regression machine-learning python sigmoid-activation

Last synced: 17 Dec 2024

https://github.com/goldsharon/linear_regression

This repository features a Linear Regression model built from scratch in Python, using gradient descent for parameter optimization. Includes scripts and Jupyter notebooks for model training, testing, and visualization, with Mean Squared Error evaluation. Ideal for beginners and ML enthusiasts exploring regression techniques

gradient-descent linear-regression machine-learning predictive-modeling

Last synced: 17 Dec 2024

https://github.com/goldsharon/n-queens-solver

This Python script solves the N-Queens problem using a backtracking algorithm.

Last synced: 17 Dec 2024

https://github.com/goldsharon/codsoft

CodSoft Projects info Movie Genre Classification: This project is done using random forest algorithm in machine learning Bank Customer Churn Prediction: This project is done using lasso regression. Credit Card Fraud Prediction: This is done using lasso regression.

Last synced: 17 Dec 2024

https://github.com/goldsharon/shaastra-techathon---ai-ml-challenge

Last synced: 17 Dec 2024

https://github.com/goldsharon/tumor_detection

This Flask-based web app uses a VGG19 model to predict brain tumor types from MRI images. It allows image uploads, performs predictions, and stores patient data in a MySQL database.

ai-neurological-disorder-detection flask-web-application healthcare mri-image-analysis patient-data-storage-mysql-database vgg19-model-medical-image-processing

Last synced: 17 Dec 2024

https://github.com/goldsharon/water-jug-problem-solver

This Python script aims to solve the classic water jug problem. In this problem, you have two jugs with capacities jug1 and jug2, and the goal is to measure a specific amount of water represented by the variable aim.

Last synced: 17 Dec 2024

https://github.com/goldsharon/sentimaster

Sentimaster is an AI-powered web tool that analyzes restaurant reviews. It uses a fine-tuned GPT-2 model to classify sentiment, giving businesses real-time insights for better service and decision-making.

ai aws customerfeedback deeplearning flask gpt2 machinelearning modeldeployment naturallanguageprocessing nlp pytorch sentimentanalysis webapplication

Last synced: 09 Dec 2024

https://github.com/goldsharon/-cryptarithmetic-solver

This Python script is designed to solve a cryptarithmetic puzzle, where each letter represents a unique digit. The puzzle is expressed as the sum of two words equal to a third word, and the script iterates through possible digit assignments to find a solution.

Last synced: 17 Dec 2024