https://github.com/pockerman/scala_ml

Implementation of machine learning and reinforcement learning algorithms in Scala
https://github.com/pockerman/scala_ml

machine-learning-algorithms reinforcement-learning-algorithms scala

Last synced: 3 days ago
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Implementation of machine learning and reinforcement learning algorithms in Scala

• Host: GitHub
• URL: https://github.com/pockerman/scala_ml
• Owner: pockerman
• Created: 2020-12-21T14:49:25.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2021-07-30T17:21:30.000Z (over 3 years ago)
• Last Synced: 2023-03-06T05:37:21.528Z (almost 2 years ago)
• Topics: machine-learning-algorithms, reinforcement-learning-algorithms, scala
• Language: Scala
• Homepage:
• Size: 146 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

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README

        
# scalarl

Simple implementation of various algorithms using Scala

## Dependencies

- Breeze

- ScalaPy

## Examples

### Reinforcement Learning

- Create an OpenAI Gym world with ScalaPy

#### Dynamic Programming

- Iterative policy evaluation on ```FrozenLake-v0```

- Policy improvement on ```FrozenLake-v0```

- Policy iteration on ```FrozenLake-v0```

- Value iteration on ```FrozenLake-v0```

#### Monte Carlo

#### Temporal Differencing

### Machine Learning

#### Supervised Learning

## Images