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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.

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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

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Reza Saadatyar's Projects

eeg-phase-lag-index icon eeg-phase-lag-index

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

hammerstein-armax-model icon hammerstein-armax-model

This repository includes the MATLAB codes of Identifying general Hammerstein nonlinear ARMAX systems parametrically using iterative and recursive algorithms

machine-learning-in-python icon machine-learning-in-python

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

reinforcement-learning icon reinforcement-learning

The repository contains codes for RL (e.g., Q-Learning, Monte Carlo, …) in the form of Python files.

ssvep-based-eeg-signal-processing icon ssvep-based-eeg-signal-processing

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

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