https://github.com/darkmatter18/udacity-deep-learning-nanodegree

💻Udacity Deep Learning Nanodegree Repository
https://github.com/darkmatter18/udacity-deep-learning-nanodegree

cnn deep-learning pytorch rnn tensorflow udacity udacity-deep-learning

Last synced: about 1 month ago
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💻Udacity Deep Learning Nanodegree Repository

• Host: GitHub
• URL: https://github.com/darkmatter18/udacity-deep-learning-nanodegree
• Owner: darkmatter18
• License: mit
• Created: 2020-04-30T14:54:14.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2023-12-15T08:27:52.000Z (over 2 years ago)
• Last Synced: 2025-02-06T09:33:24.515Z (over 1 year ago)
• Topics: cnn, deep-learning, pytorch, rnn, tensorflow, udacity, udacity-deep-learning
• Language: Jupyter Notebook
• Homepage: http://github.arkadip.co/Udacity-Deep-Learning-Nanodegree/
• Size: 110 MB
• Stars: 0
• Watchers: 2
• Forks: 2
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Udacity Deep Learning Nanodegree

[![Udacity Deep Learning Nanodegree](https://tugan0329.bitbucket.io/imgs/github/dlnd.svg?style=flat-square)](https://www.udacity.com/course/deep-learning-nanodegree--nd101)

[![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)

[![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)

[![Top Language](https://img.shields.io/github/languages/top/darkmatter18/Udacity-Deep-Learning-Nanodegree?color=orange&style=flat-square&logo=jupyter)](https://github.com/darkmatter18/Udacity-Deep-Learning-Nanodegree)

[![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)

## Contents

- [1. Intro to neural networks](./01.%20Intro%20to%20neural%20networks)

    - [1. Gradient Descent](./1.%20Intro%20to%20neural%20networks/1.%20Gradient%20Descent)

    - [2. Student Admissions](./1.%20Intro%20to%20neural%20networks/2.%20Student%20Admissions)

- [2. Sentiment Analysis Network](./02.%20Sentiment%20Analysis%20Network)

- [**3. [Project] Bike Sharing**](./03.%20[Project]%20Bike%20Sharing)

- [4. Convolutional Neural Networks](./04.%20Convolutional%20Neural%20Networks)

    - [1. MNIST MLP](./4.%20Convolutional%20Neural%20Networks/1.%20MNIST%20MLP)

    - [2. Conv Visualization](./4.%20Convolutional%20Neural%20Networks/2.%20Conv%20Visualization)

    - [3. CIFAR CNN](./4.%20Convolutional%20Neural%20Networks/3.%20CIFAR%20CNN)

- [5. Transfer Learning](./05.%20Transfer%20Learning)

- [6. Weight Initialization](./06.%20Weight%20Initialization)

- [7. Autoencoder](./07.%20Autoencoder)

    - [1. Linear Autoencoder](./7.%20Autoencoder/1.%20Linear%20Autoencoder)

    - [2. Convolutional Autoencoder](./7.%20Autoencoder/2.%20Convolutional%20Autoencoder)

    - [3. Denoising Autoencoder](./7.%20Autoencoder/3.%20Denoising%20Autoencoder)

- [8. Style Transfer](./08.%20Style%20Transfer)

- [**9. [Project] Dog Classification**](./09.%20[Project]%20Dog%20Classification)

## Maintainer

[![Relative date](https://img.shields.io/date/1588258952?color=important&label=started&logo=github)](https://github.com/darkmatter18/) [![Maintenance](https://img.shields.io/maintenance/yes/2020?color=green&logo=github)](https://github.com/darkmatter18/)

[![](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)

**[Arkadip Bhattacharya](https://www.linkedin.com/in/arkadip/)**

  

> ***Need help?***

***Feel free to contact me @ [in2arkadipb13@gmail.com](mailto:in2arkadipb13@gmail.com?Subject=Github:Udacity-Computer-Vision-Nanodegree-Repository)***

[![GitHub followers](https://img.shields.io/github/followers/darkmatter18?color=1e88e5&label=Follow%20%40darkmatter18&logo=github&style=flat-square)](https://github.com/darkmatter18/) [![Twitter Follow](https://img.shields.io/twitter/follow/Arkadipb21?color=1e88e5&logo=twitter&style=flat-square)](https://twitter.com/Arkadipb21) 

## Honor Code

This Repository created just to show off my works. You are not eligible to **Copy** any **Solution Codes**.

This Repository shows respect and values the [Udacity Honor Code](https://www.udacity.com/legal/en-us/community-guidelines)