Closed abhisheks008 closed 5 days ago
Full name : Karan Kumar Bhagat GitHub Profile Link : https://github.com/karandomguy Participant ID (If not, then put NA) : NA Approach for the Project:
Exploratory Data Analysis (EDA):
Feature Engineering:
Model Building:
Model Comparison:
Documentation and Visualization:
What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.): SSoC
One issue at a time @karandomguy
Yes sure @abhisheks008, will get done with #572 then get started on this
Full name : Aditi Kala GitHub Profile Link : https://github.com/why-aditi Participant ID (If not, then put NA) : NA Approach for this Project : Load the data using appropriate tools and conduct an initial inspection to identify missing values and outliers. Perform exploratory data analysis (EDA) to understand feature distributions and relationships. Clean the data by handling missing values and outliers, and engineer new features if necessary. Split the data into training and testing sets, scaling features as needed. Build and evaluate various models. Finalize the best model, evaluate it on the test set, and prepare it for deployment. Document each step and report the findings to ensure clarity and reproducibility. What is your participant role? SSOC'24
Assigned @why-aditi
Hello @why-aditi! Your issue #502 has been closed. Thank you for your contribution!
ML-Crate Repository (Proposing new issue)
:red_circle: Project Title : ACI IoT Network Traffic Dataset Analysis :red_circle: Aim : The aim of this project is to analyze the traffic dataset given here. :red_circle: Dataset : https://www.kaggle.com/datasets/emilynack/aci-iot-network-traffic-dataset-2023 :red_circle: Approach : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.
📍 Follow the Guidelines to Contribute in the Project :
requirements.txt
- This file will contain the required packages/libraries to run the project in other machines.Model
folder, theREADME.md
file must be filled up properly, with proper visualizations and conclusions.:red_circle::yellow_circle: Points to Note :
:white_check_mark: To be Mentioned while taking the issue :
Happy Contributing 🚀
All the best. Enjoy your open source journey ahead. 😎