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Suggestion: Add optimization functions, ml algorithms under machine_learning folder #578
Description
I would like to suggest adding Optimization functions, machine learning and deep learning algorithms in this repository. This can be added in a separate folder called machine_learning folder. Further, this folder can contain various algorithms that are used in machine learning and deep learning.
Initially, these Optimization functions can be added under machine_learning/optimization/
- Gradient Descent
- Stochastic Gradient Descent (SGD)
- Mini-Batch Gradient Descent
- Adam (Adaptive Moment Estimation)
- RMSprop (Root Mean Square Propagation)
- AdaGrad (Adaptive Gradient Algorithm)
And these in machine_learning/
- Linear Regression
- Logistic Regression
- Decision Trees
- Random Forest
- Support Vector Machines (SVM)
- K-Nearest Neighbors (K-NN)
- Naive Bayes
- K-Means Clustering
- Principal Component Analysis (PCA)
Activity
[-]Suggestion : Add optimization functions, ml algorithms under`machine_learning` folder[/-][+]Suggestion: Add optimization functions, ml algorithms under `machine_learning` folder[/+]siriak commentedon Oct 15, 2023
I like the idea, let's do that
aryan20s commentedon Oct 16, 2023
Linear regression has been merged (#579), so requesting you to check that part
sudo-rsingh commentedon Oct 18, 2023
@Navaneeth-Sharma @siriak Lets also keep loss functions in that folder. #582
github-actions commentedon Nov 18, 2023
This issue has been automatically marked as abandoned because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.
sudo-rsingh commentedon Nov 20, 2023
@siriak hey, can you do something, so that it doesn't get automatically close. I think it should remain open.
sahuishan01 commentedon Feb 10, 2024
Hello I am new to open source contribution, I would love to help in implementing some of the optimisation techniques. Kindly let me know if someone is already working on them, or I can start working with few?
sudo-rsingh commentedon Feb 11, 2024
haswanth10 commentedon May 22, 2024
Pull request has been raised for K-Nearest Neighbors Algorithm (#723). Request you to please check on that
jkauerl commentedon May 29, 2024
Hello, I would love to start contributing to this project. Specifically on optimization algorithms like Stochastic Gradient Descent (SGD) or Mini-Batch Gradient Descent. Are they still possible to work on them?
siriak commentedon May 29, 2024
Sure, you can start implementing them
prkbuilds commentedon Oct 24, 2024
Hey, I've implemented the logistic regression under this issue, please review the PR for any changes you want - #832
anishk85 commentedon Oct 5, 2025
i added knn ml algorithm in pr #923
but its failing build i checked that it's failing due to other files.
Shaurya3101 commentedon Jan 27, 2026
Thats an amazing idea 💡