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RezaSaadatyar/README.md

Hi, I'm Reza Saadatyar 👋

💫 About Me:
I have about five years of professional programming experience with different programming languages, and I'm particularly interested in MATLAB, Python, artificial intelligence, and teaching programming to others.

1 1

Open Soruce & Projects:

Topic MATLAB Python Jupyter Notebook
Machine Learning --- ✅ ✅
Deep Learning --- ✅ ✅
Reinforcement Learning --- ✅ ✅
Time Series Analysis --- ✅ ✅
Spike Sorting Techniques ✅ ✅ ---
EEG phase lag index ✅ --- ---
Epileptic Seizure Detection Based on EEG Signals ✅ --- ---
Motor imagery based EEG signal processing --- ✅ ✅
SSVEP based EEG signal processing ✅ --- ---
Prediction of force from EMG signal ✅ ✅ ---
Hammerstein ARMAX model ✅ --- ---
PID adaptive control for knee angle prediction ✅ --- ---
PID and Fuzzy Logic Controller for Rehabilitation ✅ --- ---
Function in Python --- ✅ ---

🌐 Connect with me:

💻 Languages and Tools:

Google Cloud Anaconda Qt PyTorch Plotly Pandas NumPy Keras scikit-learn SciPy TensorFlow Notion Python Go R C Git C++ LaTeX Markdown MATLAB LabView

📊 GitHub Stats:



🏆 GitHub Trophies

🐦 Latest Tweet

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  1. Machine-Learning-in-Python Machine-Learning-in-Python Public

    This repository contains functions/codes related to different methods of machine learning for classification and clustering in python.

    Jupyter Notebook 2

  2. EEG-phase-lag-index EEG-phase-lag-index Public

    This repository includes the MATLAB codes for computing phase lag index and power spectrum density.

    MATLAB 10 1

  3. Prediction-of-force-from-EMG-signal Prediction-of-force-from-EMG-signal Public

    This repository includes the MATLAB and Python codes of muscle force prediction from EMG using Linear models, Machine Learning, and Deep Learning.

    Python 3

  4. Epileptic-Seizure-Detection-Based-on-EEG-Signals Epileptic-Seizure-Detection-Based-on-EEG-Signals Public

    This repository includes useful MATLAB codes for the detection of epileptic seizure in EEG signals using wavelet analysis and machine learning techniques (MLP, SVM, KNN, and Bayesian)

    MATLAB 7 1

  5. SSVEP-based-EEG-signal-processing SSVEP-based-EEG-signal-processing Public

    This repository includes useful MATLAB codes for the detection of SSVEP in EEG signals using spatial filters, frequency recognition algorithms, and machine-learning methods.

    Jupyter Notebook 10 1

  6. Time-Series-Analysis-in-Python Time-Series-Analysis-in-Python Public

    This repository contains Python functions for predicting time series.

    Python 11