/learning-models

Overview of optimization techniques used to train ML models

Primary LanguagePythonMIT LicenseMIT

Learning Models

A repo used to learn the basics of optimization algorithms used to train ML models. Also goes over the basics of PyTorch. Comments are written out step by step for learning purposes.

Installation

To install Gradio and OpenAI, use the commands below.

pip3 install torch
pip3 install numpy
pip3 install math
pip3 install torchvision
pip3 install sklearn

Or just use this command to install everything for you.

pip3 install -r requirements.txt

Overview

The Repo goes over the basics of PyTorch Syntax. While using PyTorch, it goes over different algorithms such as:

License

This script is open-source and licensed under the MIT License. For more details, check the LICENSE file.