(create): Docs, Finish Problem 1 and 2, Upload Data

* Doing Problem 3

Author: AsherJingkongChen

LICENSE

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+MIT License
+
+Copyright (c) 2024 Asher Chen
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

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+# Deep Learning Assignment 1
+
+In this assignment, I created interactive Jupyter notebooks using [PyTorch](https://pytorch.org/) to build mathematical models.
+
+The notebooks offer hands-on experience with [regression models](https://en.wikipedia.org/wiki/Regression_analysis), allowing students to explore key concepts like model training, optimization, and visualization using [Matplotlib](https://matplotlib.org/) to better understand deep learning in action.
+
+## Get Started
+
+You can open the main notebook file [`main.ipynb`](main.ipynb) using your favorite viewer.
+
+Please check out the previous results or run the notebook to reproduce the results.
+
+## License
+
+[MIT](LICENSE) © Asher Jingkong Chen
+
+> [!WARNING]
+> The data files named in `*.mat` are provided by the course instructor and are not licensed or owned by Asher Jingkong Chen.