{"id":15740451,"url":"https://github.com/darkmatter18/udacity-deep-learning-nanodegree","last_synced_at":"2026-05-11T05:47:52.893Z","repository":{"id":40427872,"uuid":"260240667","full_name":"darkmatter18/Udacity-Deep-Learning-Nanodegree","owner":"darkmatter18","description":"💻Udacity Deep Learning Nanodegree Repository","archived":false,"fork":false,"pushed_at":"2023-12-15T08:27:52.000Z","size":115707,"stargazers_count":0,"open_issues_count":1,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-06T09:33:24.515Z","etag":null,"topics":["cnn","deep-learning","pytorch","rnn","tensorflow","udacity","udacity-deep-learning"],"latest_commit_sha":null,"homepage":"http://github.arkadip.co/Udacity-Deep-Learning-Nanodegree/","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/darkmatter18.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-04-30T14:54:14.000Z","updated_at":"2020-09-24T06:56:42.000Z","dependencies_parsed_at":"2024-10-25T05:18:39.786Z","dependency_job_id":null,"html_url":"https://github.com/darkmatter18/Udacity-Deep-Learning-Nanodegree","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/darkmatter18%2FUdacity-Deep-Learning-Nanodegree","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/darkmatter18%2FUdacity-Deep-Learning-Nanodegree/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/darkmatter18%2FUdacity-Deep-Learning-Nanodegree/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/darkmatter18%2FUdacity-Deep-Learning-Nanodegree/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/darkmatter18","download_url":"https://codeload.github.com/darkmatter18/Udacity-Deep-Learning-Nanodegree/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246418644,"owners_count":20773938,"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":["cnn","deep-learning","pytorch","rnn","tensorflow","udacity","udacity-deep-learning"],"created_at":"2024-10-04T02:21:32.577Z","updated_at":"2026-05-11T05:47:52.840Z","avatar_url":"https://github.com/darkmatter18.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Udacity Deep Learning Nanodegree\n\n[![Udacity Deep Learning Nanodegree](https://tugan0329.bitbucket.io/imgs/github/dlnd.svg?style=flat-square)](https://www.udacity.com/course/deep-learning-nanodegree--nd101)\n[![Github Forks](https://img.shields.io/github/forks/darkmatter18/Udacity-Deep-Learning-Nanodegree?style=flat-square)](https://github.com/darkmatter18/Udacity-Deep-Learning-Nanodegree/network)\n[![Github Stars](https://img.shields.io/github/stars/darkmatter18/Udacity-Deep-Learning-Nanodegree?style=flat-square)](https://github.com/darkmatter18/Udacity-Deep-Learning-Nanodegree/stargazers)\n[![Top Language](https://img.shields.io/github/languages/top/darkmatter18/Udacity-Deep-Learning-Nanodegree?color=orange\u0026style=flat-square\u0026logo=jupyter)](https://github.com/darkmatter18/Udacity-Deep-Learning-Nanodegree)\n[![Lincence](https://img.shields.io/github/license/darkmatter18/Udacity-Deep-Learning-Nanodegree?style=flat-square)](https://github.com/darkmatter18/Udacity-Deep-Learning-Nanodegree/blob/master/LICENSE)\n\n\n## Contents\n\n- [1. Intro to neural networks](./01.%20Intro%20to%20neural%20networks)\n    - [1. Gradient Descent](./1.%20Intro%20to%20neural%20networks/1.%20Gradient%20Descent)\n    - [2. Student Admissions](./1.%20Intro%20to%20neural%20networks/2.%20Student%20Admissions)\n- [2. Sentiment Analysis Network](./02.%20Sentiment%20Analysis%20Network)\n- [**3. [Project] Bike Sharing**](./03.%20[Project]%20Bike%20Sharing)\n- [4. Convolutional Neural Networks](./04.%20Convolutional%20Neural%20Networks)\n    - [1. MNIST MLP](./4.%20Convolutional%20Neural%20Networks/1.%20MNIST%20MLP)\n    - [2. Conv Visualization](./4.%20Convolutional%20Neural%20Networks/2.%20Conv%20Visualization)\n    - [3. CIFAR CNN](./4.%20Convolutional%20Neural%20Networks/3.%20CIFAR%20CNN)\n- [5. Transfer Learning](./05.%20Transfer%20Learning)\n- [6. Weight Initialization](./06.%20Weight%20Initialization)\n- [7. Autoencoder](./07.%20Autoencoder)\n    - [1. Linear Autoencoder](./7.%20Autoencoder/1.%20Linear%20Autoencoder)\n    - [2. Convolutional Autoencoder](./7.%20Autoencoder/2.%20Convolutional%20Autoencoder)\n    - [3. Denoising Autoencoder](./7.%20Autoencoder/3.%20Denoising%20Autoencoder)\n- [8. Style Transfer](./08.%20Style%20Transfer)\n- [**9. [Project] Dog Classification**](./09.%20[Project]%20Dog%20Classification)\n\n## Maintainer\n\n[![Relative date](https://img.shields.io/date/1588258952?color=important\u0026label=started\u0026logo=github)](https://github.com/darkmatter18/) [![Maintenance](https://img.shields.io/maintenance/yes/2020?color=green\u0026logo=github)](https://github.com/darkmatter18/)\n\n[![](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/images/0)](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/links/0)[![](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/images/1)](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/links/1)[![](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/images/2)](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/links/2)[![](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/images/3)](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/links/3)[![](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/images/4)](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/links/4)[![](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/images/5)](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/links/5)[![](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/images/6)](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/links/6)[![](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/images/7)](https://sourcerer.io/fame/darkmatter18/darkmatter18/Udacity-Deep-Learning-Nanodegree/links/7)\n\n**[Arkadip Bhattacharya](https://www.linkedin.com/in/arkadip/)**\n\n\u003ca href=\"https://twitter.com/Arkadipb21\"\u003e\u003cimg src=\"images/twitter.png\" width=\"32px\" height=\"32px\"\u003e\u003c/a\u003e \u003ca href=\"https://www.facebook.com/arkadipb\"\u003e\u003cimg src=\"images/facebook.png\" width=\"32px\" height=\"32px\"\u003e\u003c/a\u003e \u003ca href=\"https://www.linkedin.com/in/arkadip/\"\u003e\u003cimg src=\"images/linkedin.png\" width=\"32px\" height=\"32px\"\u003e\u003c/a\u003e\n\n\u003e ***Need help?***\n***Feel free to contact me @ [in2arkadipb13@gmail.com](mailto:in2arkadipb13@gmail.com?Subject=Github:Udacity-Computer-Vision-Nanodegree-Repository)***\n\n[![GitHub followers](https://img.shields.io/github/followers/darkmatter18?color=1e88e5\u0026label=Follow%20%40darkmatter18\u0026logo=github\u0026style=flat-square)](https://github.com/darkmatter18/) [![Twitter Follow](https://img.shields.io/twitter/follow/Arkadipb21?color=1e88e5\u0026logo=twitter\u0026style=flat-square)](https://twitter.com/Arkadipb21) \n\n## Honor Code\n\nThis Repository created just to show off my works. You are not eligible to **Copy** any **Solution Codes**.\n\nThis Repository shows respect and values the [Udacity Honor Code](https://www.udacity.com/legal/en-us/community-guidelines)\t","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdarkmatter18%2Fudacity-deep-learning-nanodegree","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdarkmatter18%2Fudacity-deep-learning-nanodegree","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdarkmatter18%2Fudacity-deep-learning-nanodegree/lists"}