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TensorTrade-NG Documentation
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Overview

  • Getting Started
  • Installation

Examples

  • Code Structure
  • Setup Environment
  • Train and Evaluate using Ray
  • Renderers and Plotly Chart
  • Ledger Example

Tutorials

  • Using TensorTrade-NG with JupyterLab

Components

  • Components
  • Action Scheme
  • Reward Scheme
  • Observer
  • Default
  • IntradayObserver
  • Stopper
  • Informer
  • Renderer

Environments

  • Overview
  • What if I can’t make a particular environment?

Feed

  • Overview
  • What is a Stream?
  • Using Data Types
  • Advanced Usages

Order Management System

  • Overview
  • Portfolio
  • Orders

Agents

  • Overview
  • Ray
  • Stable Baselines
  • Creating a Well-Performing RL Agent

API reference

  • API reference
    • tensortrade package
      • tensortrade.core package
        • tensortrade.core.base module
        • tensortrade.core.clock module
        • tensortrade.core.component module
        • tensortrade.core.context module
        • tensortrade.core.exceptions module
        • tensortrade.core.registry module
      • tensortrade.env package
        • tensortrade.env.actions package
          • tensortrade.env.actions.abstract module
          • tensortrade.env.actions.bsh module
          • tensortrade.env.actions.managed_risk_orders module
          • tensortrade.env.actions.simple_orders module
        • tensortrade.env.informers package
          • tensortrade.env.informers.abstract module
          • tensortrade.env.informers.simple_informer module
        • tensortrade.env.mixins package
          • tensortrade.env.mixins.scheme module
        • tensortrade.env.observers package
          • tensortrade.env.observers.abstract module
          • tensortrade.env.observers.simple module
          • tensortrade.env.observers.window module
        • tensortrade.env.plotters package
          • tensortrade.env.plotters.abstract module
          • tensortrade.env.plotters.matplotlib_trading_chart module
          • tensortrade.env.plotters.plotly_trading_chart module
          • tensortrade.env.plotters.utils module
        • tensortrade.env.renderers package
          • tensortrade.env.renderers.abstract module
          • tensortrade.env.renderers.terminal_renderer module
        • tensortrade.env.rewards package
          • tensortrade.env.rewards.abstract module
          • tensortrade.env.rewards.pbr module
          • tensortrade.env.rewards.risk_adjusted_returns module
          • tensortrade.env.rewards.simple_profit module
        • tensortrade.env.stoppers package
          • tensortrade.env.stoppers.abstract module
          • tensortrade.env.stoppers.max_loss_stopper module
        • tensortrade.env.utils package
          • tensortrade.env.utils.feed_controller module
          • tensortrade.env.utils.obs_state module
          • tensortrade.env.utils.observation_history module
        • tensortrade.env.environment module
      • tensortrade.feed package
        • tensortrade.feed.api package
          • tensortrade.feed.api.boolean package
            • tensortrade.feed.api.boolean.operations module
          • tensortrade.feed.api.float package
            • tensortrade.feed.api.float.window package
              • tensortrade.feed.api.float.window.ewm module
              • tensortrade.feed.api.float.window.expanding module
              • tensortrade.feed.api.float.window.rolling module
            • tensortrade.feed.api.float.accumulators module
            • tensortrade.feed.api.float.imputation module
            • tensortrade.feed.api.float.operations module
            • tensortrade.feed.api.float.ordering module
            • tensortrade.feed.api.float.utils module
          • tensortrade.feed.api.generic package
            • tensortrade.feed.api.generic.imputation module
            • tensortrade.feed.api.generic.operators module
            • tensortrade.feed.api.generic.reduce module
            • tensortrade.feed.api.generic.warmup module
          • tensortrade.feed.api.string package
            • tensortrade.feed.api.string.operations module
        • tensortrade.feed.core package
          • tensortrade.feed.core.accessors module
          • tensortrade.feed.core.base module
          • tensortrade.feed.core.feed module
          • tensortrade.feed.core.methods module
          • tensortrade.feed.core.mixins module
          • tensortrade.feed.core.operators module
      • tensortrade.oms package
        • tensortrade.oms.exchanges package
          • tensortrade.oms.exchanges.exchange module
        • tensortrade.oms.instruments package
          • tensortrade.oms.instruments.exchange_pair module
          • tensortrade.oms.instruments.instrument module
          • tensortrade.oms.instruments.quantity module
          • tensortrade.oms.instruments.trading_pair module
        • tensortrade.oms.orders package
          • tensortrade.oms.orders.broker module
          • tensortrade.oms.orders.create module
          • tensortrade.oms.orders.criteria module
          • tensortrade.oms.orders.order module
          • tensortrade.oms.orders.order_listener module
          • tensortrade.oms.orders.order_spec module
          • tensortrade.oms.orders.trade module
        • tensortrade.oms.services package
          • tensortrade.oms.services.execution package
            • tensortrade.oms.services.execution.simulated module
          • tensortrade.oms.services.slippage package
            • tensortrade.oms.services.slippage.random_slippage_model module
            • tensortrade.oms.services.slippage.slippage_model module
        • tensortrade.oms.wallets package
          • tensortrade.oms.wallets.ledger module
          • tensortrade.oms.wallets.portfolio module
          • tensortrade.oms.wallets.wallet module
      • tensortrade.pipeline package
        • tensortrade.pipeline.transformers package
          • tensortrade.pipeline.transformers.abstract module
          • tensortrade.pipeline.transformers.catboost_feature_importance module
          • tensortrade.pipeline.transformers.catboost_rfecv module
          • tensortrade.pipeline.transformers.correlation_absolute module
          • tensortrade.pipeline.transformers.correlation_threshold module
          • tensortrade.pipeline.transformers.delete_columns module
          • tensortrade.pipeline.transformers.lagging module
          • tensortrade.pipeline.transformers.lambda_transformer module
          • tensortrade.pipeline.transformers.lasso_feature_selection module
          • tensortrade.pipeline.transformers.mutual_information module
          • tensortrade.pipeline.transformers.scaling module
          • tensortrade.pipeline.transformers.univariate_feature_selection module
        • tensortrade.pipeline.pipeline module
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tensortrade.env.mixins package¶

Submodules¶

  • tensortrade.env.mixins.scheme module
    • SchemeMixin
      • SchemeMixin.trading_env
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