Code Monkey home page Code Monkey logo

cslsds / nnarch Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 1.0 85.27 MB

Major Neural Network Architectures - recurrent neural networks, convolutional neural networks, long-short-term-memory, autoencoders, recommender systems, artificial general intelligence

License: MIT License

Jupyter Notebook 100.00%
neural-network-architectures recurrent-neural-networks long-short-term-memory lstm convolutional-neural-networks cnn autoencoders recommendation-system lambda-school

nnarch's Introduction

Unit 4 Sprint 3: Major Neural Network Architectures

This week we will review several popular feed-forward neural network architectures that are common in commercial applications.

  • Module 1: RNNs & LSTMs
    • Objectives:
      1. Describe recurrent neural network architecture
      2. Use an LSTM to generate text based on some input
  • Module 2: CNNs
    • Objectives:
      1. Describe convolutions and convolutions within neural networks
      2. Apply pre-trained CNNs to image classification problems
  • Module 3: Autoencoders
    • Objectives:
      1. Describe the componenets of an autoencoder
      2. Train an autoencoder
      3. Apply an autoencoder to a basic information retreval problem
  • Module 4: Artificial General Intelligence & the Future
    • Objectives:
      1. Describe the history of artificial intelligence research
      2. Know the important research achievements in AI
      3. Delineate the ethnical challenges faces AI

Hello world testing

nnarch's People

Contributors

cslsds avatar

Watchers

 avatar

Forkers

xiaowudeshen

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.