6. Ray

• 6.1. Ray Overview
• 6.2. Ray Remote Functions
  • Start a Ray Cluster
  • Example 1: Fibonacci Sequence
  • Differences Between Native Python Functions and Ray
  • Example 2: Monte Carlo Estimation of \(\pi\)
  • Example 3: Distributed Image Processing
• 6.3. Distributed Object Storage
  • ray.put() and ray.get()
  • Example 1: Transforming Data
  • Passing Parameters
    • Automatic De-referencing
    • Complex Data Structures
  • Implementation
• 6.4. Ray Remote Classes
  • Example 1: Distributed Counter
  • Actor Programming Model
  • Example 2: Leaderboard Ranking
  • Example 3: Actor Pool