Digital signal processing | DSP

This repo contain the projects or labs that i made during the DSP course.

🛠️ Stack

• Jupyter Notebooks - Interactive development Environment for Python
• Python - Programming language

📦 Packages

• NumPy - Package for scientific computing in Python
• Matplotlib - Graphics in Python
• Pandas - Data analysis and manipulation tool for Python
• Scipy - Scientific computing in Python
• MNE - MEG + EEG Analysis & Visualization

📝 Table of Contents

• lab 0 - Fundamentals of Python 🐍
• lab 1 - Creating basic signals
• lab 2 - Dataset Management, Windowing, Signal Analysis
• lab 3 - ECG Analysis, Pan - Tompkins Algorithm

🚀 Start

1. Install python and jupyter notebook

• I use WSL (Windows Subsystem for Linux) to run my projects, you can install it by following the instructions here

# Install python
sudo apt-get install python3

# Install jupyter notebook
pip install jupyter

2. Create a virtual environment

# Create a virtual environment
python3 -m venv .env

# Activate the virtual environment
source .env/bin/activate

3. Install the required packages

# Install numpy
pip install numpy

# Install matplotlib
pip install matplotlib

# Install pandas
pip install pandas

# Install scipy
pip install scipy

# Install mne
pip install mne