Hi there 👋, My name is Sedighe Raeisi

Here are the highlights of my GitHub.

Skills: Python / Fortran / C#

Individual-Based Model Discovery with Hierarchical Bayesian SINDy

Link Prediction with PyG GCN

karate.mp4

Mnist images classification with graph classification

my image to graph function	SKlearn img_to_graph command
ACC=0.961	ACC=0.971

karate club with Pytorch Geometric-Graph Neural Network

karate.6.mp4

Brain Tumor Detection Project

A model that detects the existence of tumor in brain MRI images.

Tumor Object Detection with YOLO-V5

Original Image	Image with Detected Objects

Tumor Segmentation with Mask-RCNN

Original Image	Image with Detected Objects

Persian Digit Detection

Analysis of Value of Bank Customers

Stock Market Time Series Forecasting

Mask R-CNN

I implemented the mask R-CNN with its defined classes.

NLP Sentiment Analysis-English Texts

Model Name	Tf-Idf	Embedding	Pre-trained Glove	BERT
Confusion Matrix
Accuracy	.72	.76	.77	.79

NLP Sentiment Analysis-Persian Texts

Model Name	Random Forest Classifier	SGD
Accuracy	.80	.79

My Online Courses

Machine Learning with Python	Deep Leaning and Neural Networks with Python
Tehran University	Tehran University