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Achievement: Pull Shark

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Sedighe-Raeisi/README.md

Hi there 👋, my name is Sedighe Raeisi

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I made this GitHub, to share some of my projects with you.

Skills: Python / Fortran / C#

linkedin

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.
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Tumor Object Detection with YOLO-V5

Original Image Image with Detected Objects
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Tumor Segmentation with Mask-RCNN

Original Image Image with Detected Objects
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Persian Digit Detection

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Analysis of Value of Bank Customers

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Stock Market Time Series Forecasting

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Mask R-CNN

I implemented the mask R-CNN with its defined classes.
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NLP Sentiment Analysis-English Texts

Model Name Tf-Idf Embedding Pre-trained Glove BERT
Confusion Matrix image image image image
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
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Tehran University Tehran University

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  1. Analysis-of-value-of-bank-customers Analysis-of-value-of-bank-customers Public

    we introduced some features according to their account holding and their amount of their transition and the active time length of their account. Then, we clustered customers using KMeans and DBSCAN…

    Jupyter Notebook

  2. Brain-tumor-detection Brain-tumor-detection Public

    Brain tumor detection using MRI image

    Jupyter Notebook 1 1

  3. Divar_Search_Engine Divar_Search_Engine Public

    Jupyter Notebook

  4. NLP_with_Dijikala_dataset NLP_with_Dijikala_dataset Public

    Sentiment prediction of Digikala customers posts with machine learning

    Jupyter Notebook

  5. Object_Detection_Persian_Digit_Detection Object_Detection_Persian_Digit_Detection Public

    Jupyter Notebook 1

  6. Persian_digit_recognizer_pytesseract Persian_digit_recognizer_pytesseract Public

    Jupyter Notebook 1