{"id":21590498,"url":"https://github.com/anishlearnstocode/pattern-recognition-lab","last_synced_at":"2025-04-10T21:57:42.987Z","repository":{"id":98363368,"uuid":"339031832","full_name":"anishLearnsToCode/pattern-recognition-lab","owner":"anishLearnsToCode","description":"Pattern Recognition (EC-416) Lab Experiments @ Delhi Technological University 🎓","archived":false,"fork":false,"pushed_at":"2022-02-20T22:08:12.000Z","size":24811,"stargazers_count":3,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-10T21:57:29.260Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/anishLearnsToCode.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2021-02-15T09:52:58.000Z","updated_at":"2021-11-28T14:49:23.000Z","dependencies_parsed_at":"2023-04-06T08:03:59.294Z","dependency_job_id":null,"html_url":"https://github.com/anishLearnsToCode/pattern-recognition-lab","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anishLearnsToCode%2Fpattern-recognition-lab","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anishLearnsToCode%2Fpattern-recognition-lab/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anishLearnsToCode%2Fpattern-recognition-lab/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anishLearnsToCode%2Fpattern-recognition-lab/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/anishLearnsToCode","download_url":"https://codeload.github.com/anishLearnsToCode/pattern-recognition-lab/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248305836,"owners_count":21081574,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-24T16:18:22.377Z","updated_at":"2025-04-10T21:57:42.965Z","avatar_url":"https://github.com/anishLearnsToCode.png","language":"Jupyter Notebook","readme":"# Pattern Recognition Lab\n\nThis is the repository for all Pattern Recognition (EC-416) laboratory experiments.\n\n| No. | Experiment Name | Submission Date | Solution Link |\n|:---:|-----------------|:---------------:|:-------------:|\n| 1.  | Fit a Curve Using Linear Regression | 19th Feb 2021 | [📄](labs/curve-fitting-linear-regression/curve-fitting-linear-regression.ipynb) | \n| 2.  | Gaussian Curve Fitting | 26th Feb 2021 | [📄](labs/gaussian-curve-fitting/gaussian_curve_fitting.m) |\n| 3.  | Bayesian Curve Fitting | 5th March 2021 | [📄](labs/bayesian-curve-fitting/bayesian-curve-fitting.ipynb) | \n| 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) | \n| 5.  | Compute Dirichlet Distribution of Given Data | 19th March 2021 | [📄](labs/dirichlet-distribution/dirichlet-distribution.ipynb) | \n| 6.  | Compute Mahalanobis Distance Between Polygons | 26th March 2021 | [📄](labs/mahalanobis-distance/mahalanobis-distance.ipynb) | \n| 7.  | Commute Various Distributions on Audio Samples | 2nd April 2021 | [📄](labs/audio-sample-distribution/audio-sample-distribution.ipynb) | \n| 8.  | Mixture of Gaussian Method for Representing a Non Linear Curve | 9th April 2021 | [📄](labs/mixture-of-gaussian/mixtures-of-gaussians.ipynb) | \n| 9.  | Bias/Variance Decomposition of Stationary Random Signal | 16th April 2021 | [📄](labs/bias-variance-decomposition/bias-variance-decomposition.ipynb) | \n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanishlearnstocode%2Fpattern-recognition-lab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanishlearnstocode%2Fpattern-recognition-lab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanishlearnstocode%2Fpattern-recognition-lab/lists"}