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TensorTrade Components
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Action Strategy
Reward Strategy
Trading Strategy
Learning Agents
Learning Agents
Stable Baselines
Tensorforce
Examples
Train and Evaluate
API reference
API reference
TensorTrade
Docs
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Index
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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R
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S
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T
_
__init__() (tensortrade.actions.action_strategy.ActionStrategy method)
(tensortrade.actions.continuous_action_strategy.ContinuousActionStrategy method)
(tensortrade.actions.discrete_action_strategy.DiscreteActionStrategy method)
(tensortrade.actions.multi_discrete_action_strategy.MultiDiscreteActionStrategy method)
(tensortrade.environments.trading_environment.TradingEnvironment method)
(tensortrade.exchanges.instrument_exchange.InstrumentExchange method)
(tensortrade.features.feature_pipeline.FeaturePipeline method)
(tensortrade.features.feature_transformer.FeatureTransformer method)
(tensortrade.features.indicators.simple_moving_average.SimpleMovingAverage method)
(tensortrade.features.scalers.min_max_normalizer.MinMaxNormalizer method)
(tensortrade.features.scalers.standard_normalizer.StandardNormalizer method)
(tensortrade.features.stationarity.fractional_difference.FractionalDifference method)
(tensortrade.rewards.risk_adjusted_return_strategy.RiskAdjustedReturnStrategy method)
(tensortrade.slippage.random_slippage_model.RandomUniformSlippageModel method)
(tensortrade.strategies.stable_baselines_strategy.StableBaselinesTradingStrategy method)
(tensortrade.strategies.tensorforce_trading_strategy.TensorforceTradingStrategy method)
(tensortrade.strategies.trading_strategy.TradingStrategy method)
(tensortrade.trades.trade.Trade method)
A
action_space() (tensortrade.actions.action_strategy.ActionStrategy property)
action_strategy() (tensortrade.environments.trading_environment.TradingEnvironment property)
ActionStrategy (class in tensortrade.actions.action_strategy)
agent() (tensortrade.strategies.tensorforce_trading_strategy.TensorforceTradingStrategy property)
amount() (tensortrade.trades.trade.Trade property)
B
balance() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange property)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
base_instrument() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
base_precision() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange property)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange property)
C
CCXTExchange (class in tensortrade.exchanges.live.ccxt_exchange)
columns() (tensortrade.features.feature_transformer.FeatureTransformer property)
ContinuousActionStrategy (class in tensortrade.actions.continuous_action_strategy)
copy() (tensortrade.trades.trade.Trade method)
current_price() (tensortrade.exchanges.instrument_exchange.InstrumentExchange method)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange method)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange method)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange method)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange method)
D
data_frame() (tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
DiscreteActionStrategy (class in tensortrade.actions.discrete_action_strategy)
dtype() (tensortrade.actions.action_strategy.ActionStrategy property)
(tensortrade.actions.discrete_action_strategy.DiscreteActionStrategy property)
(tensortrade.actions.multi_discrete_action_strategy.MultiDiscreteActionStrategy property)
(tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.features.feature_pipeline.FeaturePipeline property)
E
environment() (tensortrade.strategies.stable_baselines_strategy.StableBaselinesTradingStrategy property)
(tensortrade.strategies.trading_strategy.TradingStrategy property)
exchange() (tensortrade.actions.action_strategy.ActionStrategy property)
(tensortrade.environments.trading_environment.TradingEnvironment property)
(tensortrade.rewards.reward_strategy.RewardStrategy property)
execute_trade() (tensortrade.exchanges.instrument_exchange.InstrumentExchange method)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange method)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange method)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange method)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange method)
F
FBMExchange (class in tensortrade.exchanges.simulated.fbm_exchange)
feature_pipeline() (tensortrade.environments.trading_environment.TradingEnvironment property)
(tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
FeaturePipeline (class in tensortrade.features.feature_pipeline)
FeatureTransformer (class in tensortrade.features.feature_transformer)
fill_order() (tensortrade.slippage.random_slippage_model.RandomUniformSlippageModel method)
(tensortrade.slippage.slippage_model.SlippageModel method)
FractionalDifference (class in tensortrade.features.stationarity.fractional_difference)
G
GANExchange (class in tensortrade.exchanges.simulated.gan_exchange)
generated_columns() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
generated_space() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange property)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
get() (in module tensortrade.actions)
(in module tensortrade.environments)
(in module tensortrade.exchanges)
(in module tensortrade.features)
(in module tensortrade.rewards)
(in module tensortrade.slippage)
(in module tensortrade.strategies)
get_reward() (tensortrade.rewards.reward_strategy.RewardStrategy method)
(tensortrade.rewards.risk_adjusted_return_strategy.RiskAdjustedReturnStrategy method)
(tensortrade.rewards.simple_profit_strategy.SimpleProfitStrategy method)
get_trade() (tensortrade.actions.action_strategy.ActionStrategy method)
(tensortrade.actions.continuous_action_strategy.ContinuousActionStrategy method)
(tensortrade.actions.discrete_action_strategy.DiscreteActionStrategy method)
(tensortrade.actions.multi_discrete_action_strategy.MultiDiscreteActionStrategy method)
H
has_next_observation() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange property)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
HOLD (tensortrade.trades.trade_type.TradeType attribute)
I
initial_balance() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange property)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
instrument_balance() (tensortrade.exchanges.instrument_exchange.InstrumentExchange method)
instrument_precision() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange property)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange property)
InstrumentExchange (class in tensortrade.exchanges.instrument_exchange)
InteractiveBrokersExchange (class in tensortrade.exchanges.live.interactive_brokers_exchange)
is_buy() (tensortrade.trades.trade.Trade property)
(tensortrade.trades.trade_type.TradeType property)
is_hold() (tensortrade.trades.trade.Trade property)
(tensortrade.trades.trade_type.TradeType property)
is_sell() (tensortrade.trades.trade.Trade property)
(tensortrade.trades.trade_type.TradeType property)
L
LIMIT_BUY (tensortrade.trades.trade_type.TradeType attribute)
LIMIT_SELL (tensortrade.trades.trade_type.TradeType attribute)
M
MARKET_BUY (tensortrade.trades.trade_type.TradeType attribute)
MARKET_SELL (tensortrade.trades.trade_type.TradeType attribute)
max_episode_timesteps() (tensortrade.strategies.tensorforce_trading_strategy.TensorforceTradingStrategy property)
MinMaxNormalizer (class in tensortrade.features.scalers.min_max_normalizer)
MultiDiscreteActionStrategy (class in tensortrade.actions.multi_discrete_action_strategy)
N
net_worth() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
next_observation() (tensortrade.exchanges.instrument_exchange.InstrumentExchange method)
O
observation_space() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
P
performance() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange property)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
portfolio() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange property)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
price() (tensortrade.trades.trade.Trade property)
profit_loss_percent() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
R
RandomUniformSlippageModel (class in tensortrade.slippage.random_slippage_model)
render() (tensortrade.environments.trading_environment.TradingEnvironment method)
reset() (tensortrade.actions.action_strategy.ActionStrategy method)
(tensortrade.environments.trading_environment.TradingEnvironment method)
(tensortrade.exchanges.instrument_exchange.InstrumentExchange method)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange method)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange method)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange method)
(tensortrade.exchanges.simulated.fbm_exchange.FBMExchange method)
(tensortrade.exchanges.simulated.gan_exchange.GANExchange method)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange method)
(tensortrade.features.feature_pipeline.FeaturePipeline method)
(tensortrade.features.feature_transformer.FeatureTransformer method)
(tensortrade.features.scalers.standard_normalizer.StandardNormalizer method)
(tensortrade.features.stationarity.fractional_difference.FractionalDifference method)
(tensortrade.rewards.reward_strategy.RewardStrategy method)
(tensortrade.rewards.simple_profit_strategy.SimpleProfitStrategy method)
restore_agent() (tensortrade.strategies.stable_baselines_strategy.StableBaselinesTradingStrategy method)
(tensortrade.strategies.tensorforce_trading_strategy.TensorforceTradingStrategy method)
(tensortrade.strategies.trading_strategy.TradingStrategy method)
reward_strategy() (tensortrade.environments.trading_environment.TradingEnvironment property)
RewardStrategy (class in tensortrade.rewards.reward_strategy)
RiskAdjustedReturnStrategy (class in tensortrade.rewards.risk_adjusted_return_strategy)
RobinhoodExchange (class in tensortrade.exchanges.live.robinhood_exchange)
run() (tensortrade.strategies.stable_baselines_strategy.StableBaselinesTradingStrategy method)
(tensortrade.strategies.tensorforce_trading_strategy.TensorforceTradingStrategy method)
(tensortrade.strategies.trading_strategy.TradingStrategy method)
S
save_agent() (tensortrade.strategies.stable_baselines_strategy.StableBaselinesTradingStrategy method)
(tensortrade.strategies.tensorforce_trading_strategy.TensorforceTradingStrategy method)
(tensortrade.strategies.trading_strategy.TradingStrategy method)
SimpleMovingAverage (class in tensortrade.features.indicators.simple_moving_average)
SimpleProfitStrategy (class in tensortrade.rewards.simple_profit_strategy)
SimulatedExchange (class in tensortrade.exchanges.simulated.simulated_exchange)
SlippageModel (class in tensortrade.slippage.slippage_model)
StableBaselinesTradingStrategy (class in tensortrade.strategies.stable_baselines_strategy)
StandardNormalizer (class in tensortrade.features.scalers.standard_normalizer)
step() (tensortrade.environments.trading_environment.TradingEnvironment method)
steps() (tensortrade.features.feature_pipeline.FeaturePipeline property)
symbol() (tensortrade.trades.trade.Trade property)
T
TAlibIndicator (class in tensortrade.features.indicators.talib_indicator)
TensorforceTradingStrategy (class in tensortrade.strategies.tensorforce_trading_strategy)
tensortrade (module)
tensortrade.actions (module)
tensortrade.actions.action_strategy (module)
tensortrade.actions.continuous_action_strategy (module)
tensortrade.actions.discrete_action_strategy (module)
tensortrade.actions.multi_discrete_action_strategy (module)
tensortrade.environments (module)
tensortrade.environments.trading_environment (module)
tensortrade.exchanges (module)
tensortrade.exchanges.instrument_exchange (module)
tensortrade.exchanges.live (module)
tensortrade.exchanges.live.ccxt_exchange (module)
tensortrade.exchanges.live.interactive_brokers_exchange (module)
tensortrade.exchanges.live.robinhood_exchange (module)
tensortrade.exchanges.simulated (module)
tensortrade.exchanges.simulated.fbm_exchange (module)
tensortrade.exchanges.simulated.gan_exchange (module)
tensortrade.exchanges.simulated.simulated_exchange (module)
tensortrade.features (module)
tensortrade.features.feature_pipeline (module)
tensortrade.features.feature_transformer (module)
tensortrade.features.indicators (module)
tensortrade.features.indicators.simple_moving_average (module)
tensortrade.features.indicators.talib_indicator (module)
tensortrade.features.scalers (module)
tensortrade.features.scalers.min_max_normalizer (module)
tensortrade.features.scalers.standard_normalizer (module)
tensortrade.features.stationarity (module)
tensortrade.features.stationarity.fractional_difference (module)
tensortrade.rewards (module)
tensortrade.rewards.reward_strategy (module)
tensortrade.rewards.risk_adjusted_return_strategy (module)
tensortrade.rewards.simple_profit_strategy (module)
tensortrade.slippage (module)
tensortrade.slippage.random_slippage_model (module)
tensortrade.slippage.slippage_model (module)
tensortrade.strategies (module)
tensortrade.strategies.stable_baselines_strategy (module)
tensortrade.strategies.tensorforce_trading_strategy (module)
tensortrade.strategies.trading_strategy (module)
tensortrade.trades (module)
tensortrade.trades.trade (module)
tensortrade.trades.trade_type (module)
tensortrade.version (module)
Trade (class in tensortrade.trades.trade)
trade_type() (tensortrade.trades.trade.Trade property)
trades() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.live.interactive_brokers_exchange.InteractiveBrokersExchange property)
(tensortrade.exchanges.live.robinhood_exchange.RobinhoodExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
TradeType (class in tensortrade.trades.trade_type)
TradingEnvironment (class in tensortrade.environments.trading_environment)
TradingStrategy (class in tensortrade.strategies.trading_strategy)
transform() (tensortrade.features.feature_pipeline.FeaturePipeline method)
(tensortrade.features.feature_transformer.FeatureTransformer method)
(tensortrade.features.indicators.simple_moving_average.SimpleMovingAverage method)
(tensortrade.features.indicators.talib_indicator.TAlibIndicator method)
(tensortrade.features.scalers.min_max_normalizer.MinMaxNormalizer method)
(tensortrade.features.scalers.standard_normalizer.StandardNormalizer method)
(tensortrade.features.stationarity.fractional_difference.FractionalDifference method)
transform_data_frame() (tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange method)
transform_space() (tensortrade.features.feature_pipeline.FeaturePipeline method)
(tensortrade.features.feature_transformer.FeatureTransformer method)
(tensortrade.features.indicators.talib_indicator.TAlibIndicator method)
(tensortrade.features.scalers.min_max_normalizer.MinMaxNormalizer method)
(tensortrade.features.scalers.standard_normalizer.StandardNormalizer method)
tune() (tensortrade.strategies.stable_baselines_strategy.StableBaselinesTradingStrategy method)
(tensortrade.strategies.tensorforce_trading_strategy.TensorforceTradingStrategy method)
(tensortrade.strategies.trading_strategy.TradingStrategy method)