https://github.com/anishlearnstocode/pattern-recognition-lab
Pattern Recognition (EC-416) Lab Experiments @ Delhi Technological University 🎓
https://github.com/anishlearnstocode/pattern-recognition-lab
Last synced: 10 months ago
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Pattern Recognition (EC-416) Lab Experiments @ Delhi Technological University 🎓
- Host: GitHub
- URL: https://github.com/anishlearnstocode/pattern-recognition-lab
- Owner: anishLearnsToCode
- License: mit
- Created: 2021-02-15T09:52:58.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2022-02-20T22:08:12.000Z (almost 4 years ago)
- Last Synced: 2025-04-10T21:57:29.260Z (10 months ago)
- Language: Jupyter Notebook
- Homepage:
- Size: 23.7 MB
- Stars: 3
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Pattern Recognition Lab
This is the repository for all Pattern Recognition (EC-416) laboratory experiments.
| No. | Experiment Name | Submission Date | Solution Link |
|:---:|-----------------|:---------------:|:-------------:|
| 1. | Fit a Curve Using Linear Regression | 19th Feb 2021 | [📄](labs/curve-fitting-linear-regression/curve-fitting-linear-regression.ipynb) |
| 2. | Gaussian Curve Fitting | 26th Feb 2021 | [📄](labs/gaussian-curve-fitting/gaussian_curve_fitting.m) |
| 3. | Bayesian Curve Fitting | 5th March 2021 | [📄](labs/bayesian-curve-fitting/bayesian-curve-fitting.ipynb) |
| 4. | Compute the KL Divergence of Noise Free and Noisy Image and also compute Entropy | 5th March 2021 | [📄](labs/kl-divergence-entropy/kl-divergence-images.ipynb) |
| 5. | Compute Dirichlet Distribution of Given Data | 19th March 2021 | [📄](labs/dirichlet-distribution/dirichlet-distribution.ipynb) |
| 6. | Compute Mahalanobis Distance Between Polygons | 26th March 2021 | [📄](labs/mahalanobis-distance/mahalanobis-distance.ipynb) |
| 7. | Commute Various Distributions on Audio Samples | 2nd April 2021 | [📄](labs/audio-sample-distribution/audio-sample-distribution.ipynb) |
| 8. | Mixture of Gaussian Method for Representing a Non Linear Curve | 9th April 2021 | [📄](labs/mixture-of-gaussian/mixtures-of-gaussians.ipynb) |
| 9. | Bias/Variance Decomposition of Stationary Random Signal | 16th April 2021 | [📄](labs/bias-variance-decomposition/bias-variance-decomposition.ipynb) |