Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

added new loss functions #31

Merged
merged 5 commits into from
Jun 14, 2024

Conversation

bhanushri12
Copy link
Contributor

@bhanushri12 bhanushri12 commented Jun 13, 2024

Closes: #13

  • Title : Added Mean Absolute Error and Root Mean Squared Error
  • Name: Bhanushri Chinta
  • Idenitfy yourself: GSSoC Contributor

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

This pull request adds Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE) metrics to the project. These metrics provide a better understanding of the model's performance by quantifying the average error and the squared differences between predicted and actual values.

Changes:

Implemented MAE calculation: Added functions to calculate the Mean Absolute Error, which measures the average magnitude of errors in a set of predictions, without considering their direction.
Implemented RMSE calculation: Added functions to calculate the Root Mean Squared Error, which provides a measure of the differences between predicted and actual values. RMSE is particularly useful for understanding the magnitude of errors.
Updated readme by listing the new loss functions

Type of change ☑️

  • New feature (non-breaking change which adds functionality)
  • This change requires a documentation update

How Has This Been Tested? ⚙️

Checklist: ☑️

  • My code follows the Contributing Guidelines & Code of Conduct of this project.
  • This PR does not contain plagiarized content.
  • I have performed a self-review of my own code.
  • I have commented my code, particularly wherever it was hard to understand.
  • My changes generate no new warnings.

Copy link
Contributor

Thank you for submitting your pull request! We'll review it as soon as possible. For further communication, join our discord server https://discord.gg/tSqtvHUJzE.

Copy link
Owner

@Avdhesh-Varshney Avdhesh-Varshney left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

resolve conflicts and attach your issue not the older pr

@Avdhesh-Varshney Avdhesh-Varshney added bug 🐛 Something isn't working Requested Changes ⚙️ Some changes have been requested in this PR labels Jun 14, 2024
Copy link
Owner

@Avdhesh-Varshney Avdhesh-Varshney left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

@bhanushri12 PR Approved 🎉

@Avdhesh-Varshney Avdhesh-Varshney merged commit 1ae7504 into Avdhesh-Varshney:main Jun 14, 2024
@Avdhesh-Varshney Avdhesh-Varshney added Approved ✔️ This PR is approved by the PR or, Mentors SSOC These issue/pull request will be considered for SSOC'24 Intermediate Intermediate level issues/pull requests Code Addition 🤖 Addition of new code or program or model. and removed bug 🐛 Something isn't working Requested Changes ⚙️ Some changes have been requested in this PR labels Jun 14, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
Approved ✔️ This PR is approved by the PR or, Mentors Code Addition 🤖 Addition of new code or program or model. Intermediate Intermediate level issues/pull requests SSOC These issue/pull request will be considered for SSOC'24
Projects
None yet
Development

Successfully merging this pull request may close these issues.

Add New Loss Functions
2 participants