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Neural Network Optimizers

Streamlit is an open-source Python library that makes it easy to create and share beautiful, custom web apps for machine learning and data science. In just a few minutes you can build and deploy powerful data apps

This is a streamlit app implementing various neural network optimizers from scratch and visualizing their performance in regression problems

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Requirements

The libraries used are shown below:

matplotlib==3.2.2
streamlit==0.84.1
numpy==1.18.5
scikit_learn==0.24.2

Use the following command to install all required packages:

pip install -r requirements.txt

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Running the App

1. Clone or download the repository
2. Navigate to the Streamlit folder in your system
3. Execute the following command and open localhost:8501

streamlit run Regression.py