why-aditi commented 3 days ago

Pull Request for ML-Crate 💡

Issue Title: #474

Info about the related issue (Aim of the project) :
Name: Aditi Kala
Email ID for further communication: aditi25.kala@gmail.com
GitHub ID:: https://github.com/why-aditi
Idenitfy yourself: SSOC'24 Contributor

Closes: #474

Describe the add-ons or changes you've made 📃

The initial phase focuses on gathering relevant data and transforming it into a clean and usable format. Next, Exploratory Data Analysis (EDA) is conducted to understand the underlying patterns, relationships, and potential anomalies within the dataset. Following EDA, the Model Training phase involves selecting and applying appropriate algorithms to the data, allowing the machine learning model to learn from it. Subsequently, Model Validation is performed to assess the model's performance on unseen data, ensuring its reliability and generalizability. Finally, the performance metrics of various models are compared to identify the most effective one, guiding the selection of the best model for deployment.

Type of change ☑️

What sort of change have you made:

[ ] Bug fix (non-breaking change which fixes an issue)
[x] New feature (non-breaking change which adds functionality)
[x] 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 it has been tested Describe how have you verified the changes made

Checklist: ☑️

[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.
[ ] Any dependent changes have been merged and published in downstream modules.

github-actions[bot] commented 3 days ago

Our team will soon review your PR. Thanks @why-aditi :)

abhisheks008 commented 3 days ago

In the Jupyter Notebook instead of ACI IoT Network Traffice update the heading as per the issue name.

why-aditi commented 2 days ago