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Overview

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  • Installation
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Examples

  • Code Structure
  • Train and Evaluate

Component Types

  • Components
  • Trading Environment
  • Exchange
  • Feature Pipeline
  • Action Scheme
  • Reward Scheme
  • Trading Strategy

Trading Environment

  • TradingEnvironment

Exchanges

  • Exchange
  • SimulatedExchange
  • FBMExchange
  • CCXTExchange
  • InteractiveBrokersExchange

Features

  • FeaturePipeline
  • FeatureTransformer
  • MinMaxNormalizer
  • StandardNormalizer
  • FractionalDifference
  • TAlibIndicator

Actions

  • ActionScheme
  • ContinuousActions
  • DiscreteActions
  • MultiDiscreteActions

Rewards

  • Reward Scheme
  • Risk Adjusted Returns
  • Simple Profit

Learning Agents

  • Learning Agents
  • Stable Baselines
  • Tensorforce

Strategies

  • TradingStrategy
  • StableBaselinesTradingStrategy
  • TensorforceTradingStrategy

API reference

  • API reference
TensorTrade
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