TensorTrade
0.0.1a5
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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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__init__() (tensortrade.actions.action_strategy.ActionStrategy method)
(tensortrade.actions.continuous_action_strategy.ContinuousActionStrategy method)
(tensortrade.actions.discrete_action_strategy.DiscreteActionStrategy method)
(tensortrade.environments.trading_environment.TradingEnvironment method)
(tensortrade.exchanges.instrument_exchange.InstrumentExchange method)
(tensortrade.features.feature_pipeline.FeaturePipeline 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.slippage.random_slippage_model.RandomSlippageModel 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)
actions() (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)
apply_gradient() (tensortrade.models.generative.wgan.WGAN method)
B
balance() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange 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)
C
CCXTExchange (class in tensortrade.exchanges.live.ccxt_exchange)
columns() (tensortrade.features.feature_transformer.FeatureTransformer property)
compute_gradients() (tensortrade.models.generative.wgan.WGAN method)
compute_loss() (tensortrade.models.generative.wgan.WGAN method)
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.simulated.simulated_exchange.SimulatedExchange method)
D
data_frame() (tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
DiscreteActionStrategy (class in tensortrade.actions.discrete_action_strategy)
discriminate() (tensortrade.models.generative.wgan.WGAN method)
dtype() (tensortrade.actions.action_strategy.ActionStrategy property)
(tensortrade.actions.discrete_action_strategy.DiscreteActionStrategy property)
(tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.features.feature_pipeline.FeaturePipeline property)
E
environment() (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() (tensortrade.environments.trading_environment.TradingEnvironment method)
execute_trade() (tensortrade.exchanges.instrument_exchange.InstrumentExchange method)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange 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)
FeaturePipeline (class in tensortrade.features.feature_pipeline)
FeatureTransformer (class in tensortrade.features.feature_transformer)
fill_order() (tensortrade.slippage.random_slippage_model.RandomSlippageModel method)
(tensortrade.slippage.slippage_model.SlippageModel method)
FractionalDifference (class in tensortrade.features.stationarity.fractional_difference)
G
GANExchange (class in tensortrade.exchanges.simulated.gan_exchange)
generate() (tensortrade.models.generative.wgan.WGAN method)
generate_random() (tensortrade.models.generative.wgan.WGAN method)
generated_space() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
get_reward() (tensortrade.rewards.reward_strategy.RewardStrategy 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)
gradient_penalty() (tensortrade.models.generative.wgan.WGAN method)
H
has_next_observation() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange 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.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)
InstrumentExchange (class in tensortrade.exchanges.instrument_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)
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.simulated.simulated_exchange.SimulatedExchange property)
portfolio() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
(tensortrade.exchanges.live.ccxt_exchange.CCXTExchange property)
(tensortrade.exchanges.simulated.simulated_exchange.SimulatedExchange property)
price() (tensortrade.trades.trade.Trade property)
profit_loss_percent() (tensortrade.exchanges.instrument_exchange.InstrumentExchange property)
R
RandomSlippageModel (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.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.min_max_normalizer.MinMaxNormalizer 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.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)
run() (tensortrade.strategies.tensorforce_trading_strategy.TensorforceTradingStrategy method)
(tensortrade.strategies.trading_strategy.TradingStrategy method)
S
save_agent() (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)
StandardNormalizer (class in tensortrade.features.scalers.standard_normalizer)
states() (tensortrade.environments.trading_environment.TradingEnvironment property)
step() (tensortrade.environments.trading_environment.TradingEnvironment method)
steps() (tensortrade.features.feature_pipeline.FeaturePipeline property)
symbol() (tensortrade.trades.trade.Trade property)
T
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.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.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.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.models (module)
tensortrade.models.generative (module)
tensortrade.models.generative.wgan (module)
tensortrade.rewards (module)
tensortrade.rewards.reward_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.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.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)
train() (tensortrade.models.generative.wgan.WGAN method)
transform() (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)
transform_space() (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)
tune() (tensortrade.strategies.tensorforce_trading_strategy.TensorforceTradingStrategy method)
(tensortrade.strategies.trading_strategy.TradingStrategy method)
W
WGAN (class in tensortrade.models.generative.wgan)