Note: This repository has been publicly archived
Why has this repository been archived? This record of projects is no longer actively maintained as I am currently focusing my efforts on other areas of machine learning research (non-linear programming). While the code remains available for reference, no further additions are planned for the foreseeable future.
This repository serves as a comprehensive collection of first-principle implementations of major paradigms and algorithms I've learned within the field of machine learning, representation learning, and deep learning.
Its primary objective is to bookmark my progress as I study the seminal text, Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville.
| Concept | Status | Date of Completion |
|---|---|---|
Principal Component Analysis (PCA) |
✅ |
June 1, 2024 |
Gaussian Mixture Models (GMM) |
✅ |
June 2, 2024 |
If you have any suggestions, or feedback, feel free to reach out to me at vismaysuramwar@gmail.com.