Nemesyst

Table of Contents

• 1. The Open Software License 3.0 (OSL-3.0)
• 2. Why use Nemesyst
• 3. Installation
  • 3.1. Files-only/ development
    • 3.1.1. Getting the files
    • 3.1.2. Installing dependancies
  • 3.2. Automated
    • 3.2.1. Generic
    • 3.2.2. Archlinux
  • 3.3. Manual
    • 3.3.1. Generic
    • 3.3.2. Archlinux
  • 3.4. Virtual env
• 4. Overview
  • 4.1. Nemesyst literal un-abstract stages
  • 4.2. Nemesyst Abstraction of stages
  • 4.3. Nemesyst Parallelisation
  • 4.4. Wrangling / cleaning
  • 4.5. Serving
  • 4.6. Learning
  • 4.7. Inferring / predicting
• 5. Full MNIST Example
  • 5.1. Requirements
  • 5.2. Configuring
  • 5.3. Serving
  • 5.4. Checking up on the database
  • 5.5. Cleaning
  • 5.6. Learning
  • 5.7. Inferring
• 6. Serving with MongoDB
  • 6.1. Creating a basic database
    • 6.1.1. Manual creation of MongoDB
    • 6.1.2. Docker-Compose creation of MongoDB
    • 6.1.3. Connecting to a running database
    • 6.1.4. Creating database users
  • 6.2. From basic database to replica sets
    • 6.2.1. MongoDB config file setup for replica sets
    • 6.2.2. Checking the current status of the replica sets
    • 6.2.3. Initializing and populating the replica set config
  • 6.3. From plaintext database to SSL/TLS
    • 6.3.1. Generating a self signed certificate and key
    • 6.3.2. Using our certificate and key
  • 6.4. Troubleshooting
  • 6.5. Further reading
• 7. Dockerisation
  • 7.1. Docker Usage (Linux)
    • 7.1.1. Dockerfile
    • 7.1.2. .dockerignore
    • 7.1.3. Building
    • 7.1.4. Running
    • 7.1.5. Cleaning up/ Removing
• 8. Options
  • 8.1. All Options by Category
    • 8.1.1. Nemesyst options
    • 8.1.2. Data pre-processing options
    • 8.1.3. Deep learning options
    • 8.1.4. Infering options
    • 8.1.5. MongoDb replica options
    • 8.1.6. MongoDb TLS options
    • 8.1.7. MongoDb options
    • 8.1.8. Logger options
• 9. Logger
  • 9.1. API
• 10. Mongo
  • 10.1. Example usage
  • 10.2. API
• 11. Troubleshooting
  • 11.1. Tensorflow Issues
  • 11.2. MongoDB/ Serving Issues