optimization/README.md

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2022-07-30 17:33:41 +00:00
# Interactive Optimization Course
2022-07-30 17:20:26 +00:00
2022-07-30 17:33:41 +00:00
## Perpose of This Project
Trying to develop an interactive web-based platform to help student learning (convex) optimization (UIC - OR4023) course.
## Tech Stack
1. [Manim](https://www.manim.community/) for creating the mathematical animations
2. [Jupyter and Jupyterlab](https://jupyter.org/) as the backend of the platform
3. [plotly](https://plotly.com/) for creating the plots and figures
<img src="https://raw.githubusercontent.com/ManimCommunity/manim/main/logo/cropped.png" alt="manim" width="200">
<img src="https://jupyter.org/assets/homepage/main-logo.svg" alt="jupyter" width="100">
<img src="https://images.prismic.io/plotly-marketing-website-2/69e12d6a-fb65-4b6e-8423-9465a29c6028_plotly-logo-lg.png" alt="plotly" width="200">
## Some Similar Applications
* [Gradient Desenct Viz](https://github.com/lilipads/gradient_descent_viz)
* [Optimizer Visualization](https://github.com/Jaewan-Yun/optimizer-visualization)
* [Optimization Visualization](https://emiliendupont.github.io/2018/01/24/optimization-visualization/)