Basic ML Implementations (Any Topic)

[abhinand5]

Implementation of Basic ML stuff (from scratch or without extensive use of higher-level functions)

Description

If you think you can write notebook/scripts that can vastly help beginners understand the ins outs of the chosen ML algorithm/problem. Please go ahead and reply in this thread.

Instructions

• Use Python
• Don't make a pull request unless you are assigned with the task.
• Add your file in an appropriate folder with README.md in it. Add requirements.txt if needed.
• Exclude data files or saved model files if they are more than 20MB but include the scripts to automatically download or point to a source.
• Use proper coding guidelines

Note: If you are making changes to existing code, you're welcome, but clearly mention these things

• What changes have been made?
• Why the changes have been made?
• How is the new change better?

In Progress:

• [x] Intro to ML with Titanic Dataset - @vibhorkrishna
• [x] Basic ANN implementation for Housing Price Prediction - @Gunnika
• [x] Text Classification using LSTM & GloVe - @arunpandian7

[vibhorkrishna]

How much basic implementation do you want. Are we allowed to use libraries like label encoder? You can assign this task to me. I will work on very basic and famous dataset of Titanic: https://www.kaggle.com/c/titanic I will also put comments on my code so that the code can be easily understood by the beginners

[abhinand5]

@vibhorkrishna Yeah sure go ahead. You can try to implement things in a way to help beginners get a solid understanding of the underlying stuff. For data manipulation and related you can of course use sklearn utilities.

[vibhorkrishna]

Hey man I was unable to send the pull request through this issue. An another issue was created. Please label that issue as hacktoberfest and hacktoberfest-accepted.

[vibhorkrishna]

Can you tell me what is label checker that is saying my checks were not passed? And how do I correct it?

[abhinand5]

Don't worry about that workflow, I've removed it as I didn't find it useful.

[Gunnika]

Hi I've added a Pull Request for predicting house price with ANN. #3 Also, for repositories to be eligible for Hacktoberfest, they need to have the 'hacktoberfest' label. Thanks

[abhinand5]

Hi @Gunnika, thanks I have added the hacktoberfest tag as well. Please go through the PR thread #3 and do the suggested changes.

[arunpandian7]

Hi @abhinand5 , I would love to add Text Classification using LSTM & GloVe notebook. Can you assign it to me and I make my PR?

[abhinand5]

Sure go ahead @arunpandian7

[AdiNarendra98]

Hi, I would like to work on contributing to making python implementation notebooks for beginners in some ML Algorithms.These shall act as a their first Intro guide for "ML Using Python". Ex- First Python Implementation of Linear Regression or First Python Implementation of Logistic Regression. Can you assign it to me ? Thank in advance.

[SapnilPatel]

Hello! I want to contribute to the Implementation of GAN. So, Can you please assign me a task?