[Code Addition Request]: Building Neural Network from scratch and training it using MNIST Dataset. #629
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## Pull Request for PyVerse 💡 ### Requesting to submit a pull request to the PyVerse repository. --- #### Issue Title **Please enter the title of the issue related to your pull request.** Building Neural Network from scratch and training it using MNIST Dataset. #629 - [X] I have provided the issue title. --- #### Info about the Related Issue **What's the goal of the project?** Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math). Will use MNIST Dataset to train the NN. - [X] I have described the aim of the project. --- #### Name **Please mention your name.** Advait Joshi - [X] I have provided my name. --- #### GitHub ID **Please mention your GitHub ID.** https://github.com/TheUsefulNerd - [X] I have provided my GitHub ID. --- #### Email ID **Please mention your email ID for further communication.** [email protected] - [X] I have provided my email ID. --- #### Identify Yourself **Mention in which program you are contributing (e.g., WoB, GSSOC, SSOC, SWOC).** GSSoC-2024-extd - [X] I have mentioned my participant role. --- #### Closes **Enter the issue number that will be closed through this PR.** *Closes: #629 * - [X] I have provided the issue number. --- #### Describe the Add-ons or Changes You've Made **Give a clear description of what you have added or modified.** I have implemented a simple 2-layer Neural Network from scratch using numy and pandas only. This project is mainly to get a hold on the math and intuition behind the neural networks. - [X] I have described my changes. --- #### Type of Change **Select the type of change:** - [ ] Bug fix (non-breaking change which fixes an issue) - [X] New feature (non-breaking change which adds functionality) - [ ] Code style update (formatting, local variables) - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected) - [ ] This change requires a documentation update --- #### How Has This Been Tested? **Describe how your changes have been tested.** Tested it using the test dataset. - [X] I have described my testing process. --- #### Checklist **Please confirm the following:** - [X] My code follows the guidelines of this project. - [X] I have performed a self-review of my own code. - [X] I have commented my code, particularly wherever it was hard to understand. - [X] I have made corresponding changes to the documentation. - [X] My changes generate no new warnings. - [X] I have added things that prove my fix is effective or that my feature works. - [X] Any dependent changes have been merged and published in downstream modules.
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Latest Merged PR Link
#582
Project Description
Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math). Will use MNIST Dataset to train the NN.
Full Name
Advait Joshi
Participant Role
GSSoC-2024-extd.
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