ml_investment
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Contents:
🛠 Installation
⏳ Quick Start
📦 Applications
Features
Targets
Models
Pipelines
Data loaders
📥 Downloading scripts
Backtest
ml_investment
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C
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D
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Y
B
backtest() (ml_investment.backtest.strategy.Strategy method)
BaseCompanyFeatures (class in ml_investment.features)
BaseInfoTarget (class in ml_investment.targets)
C
calc_metrics() (ml_investment.backtest.strategy.Strategy method)
calculate() (ml_investment.features.BaseCompanyFeatures method)
(ml_investment.features.DailyAggQuarterFeatures method)
(ml_investment.features.FeatureMerger method)
(ml_investment.features.QuarterlyDiffFeatures method)
(ml_investment.features.QuarterlyFeatures method)
(ml_investment.features.RelativeGroupFeatures method)
(ml_investment.targets.BaseInfoTarget method)
(ml_investment.targets.DailyAggTarget method)
(ml_investment.targets.DailySmoothedQuarterlyDiffTarget method)
(ml_investment.targets.QuarterlyBinDiffTarget method)
(ml_investment.targets.QuarterlyDiffTarget method)
(ml_investment.targets.QuarterlyTarget method)
(ml_investment.targets.ReportGapTarget method)
D
DailyAggQuarterFeatures (class in ml_investment.features)
DailyAggTarget (class in ml_investment.targets)
DailyBarsData (class in ml_investment.data_loaders.daily_bars)
DailySmoothedQuarterlyDiffTarget (class in ml_investment.targets)
E
EnsembleModel (class in ml_investment.models)
execute() (ml_investment.pipelines.LoadingPipeline method)
(ml_investment.pipelines.MergePipeline method)
(ml_investment.pipelines.Pipeline method)
existing_index() (ml_investment.data_loaders.daily_bars.DailyBarsData method)
(ml_investment.data_loaders.quandl_commodities.QuandlCommoditiesData method)
(ml_investment.data_loaders.sf1.SF1BaseData method)
(ml_investment.data_loaders.sf1.SF1DailyData method)
(ml_investment.data_loaders.sf1.SF1QuarterlyData method)
(ml_investment.data_loaders.sf1.SF1SNP500Data method)
export_core() (ml_investment.pipelines.Pipeline method)
F
FairMarketcapDiffSF1() (in module ml_investment.applications.fair_marketcap_diff_sf1)
FairMarketcapDiffYahoo() (in module ml_investment.applications.fair_marketcap_diff_yahoo)
FairMarketcapSF1() (in module ml_investment.applications.fair_marketcap_sf1)
FairMarketcapYahoo() (in module ml_investment.applications.fair_marketcap_yahoo)
FeatureMerger (class in ml_investment.features)
fit() (ml_investment.models.EnsembleModel method)
(ml_investment.models.GroupedOOFModel method)
(ml_investment.models.LogExpModel method)
(ml_investment.models.TimeSeriesOOFModel method)
(ml_investment.pipelines.LoadingPipeline method)
(ml_investment.pipelines.MergePipeline method)
(ml_investment.pipelines.Pipeline method)
G
GroupedOOFModel (class in ml_investment.models)
L
load() (ml_investment.data_loaders.daily_bars.DailyBarsData method)
(ml_investment.data_loaders.quandl_commodities.QuandlCommoditiesData method)
(ml_investment.data_loaders.sf1.SF1BaseData method)
(ml_investment.data_loaders.sf1.SF1DailyData method)
(ml_investment.data_loaders.sf1.SF1QuarterlyData method)
(ml_investment.data_loaders.sf1.SF1SNP500Data method)
(ml_investment.data_loaders.yahoo.YahooBaseData method)
(ml_investment.data_loaders.yahoo.YahooQuarterlyData method)
load_core() (ml_investment.pipelines.Pipeline method)
LoadingPipeline (class in ml_investment.pipelines)
LogExpModel (class in ml_investment.models)
M
main() (in module ml_investment.applications.fair_marketcap_diff_sf1)
(in module ml_investment.applications.fair_marketcap_diff_yahoo)
(in module ml_investment.applications.fair_marketcap_sf1)
(in module ml_investment.applications.fair_marketcap_yahoo)
(in module ml_investment.applications.marketcap_down_std_sf1)
(in module ml_investment.applications.marketcap_down_std_yahoo)
(in module ml_investment.download_scripts.download_commodities)
(in module ml_investment.download_scripts.download_daily_bars)
(in module ml_investment.download_scripts.download_sf1)
(in module ml_investment.download_scripts.download_yahoo)
MarketcapDownStdSF1() (in module ml_investment.applications.marketcap_down_std_sf1)
MarketcapDownStdYahoo() (in module ml_investment.applications.marketcap_down_std_yahoo)
MergePipeline (class in ml_investment.pipelines)
ml_investment.applications.fair_marketcap_diff_sf1
module
ml_investment.applications.fair_marketcap_diff_yahoo
module
ml_investment.applications.fair_marketcap_sf1
module
ml_investment.applications.fair_marketcap_yahoo
module
ml_investment.applications.marketcap_down_std_sf1
module
ml_investment.applications.marketcap_down_std_yahoo
module
ml_investment.data_loaders.daily_bars
module
ml_investment.data_loaders.quandl_commodities
module
ml_investment.data_loaders.sf1
module
ml_investment.data_loaders.yahoo
module
ml_investment.download_scripts.download_commodities
module
ml_investment.download_scripts.download_daily_bars
module
ml_investment.download_scripts.download_sf1
module
ml_investment.download_scripts.download_yahoo
module
module
ml_investment.applications.fair_marketcap_diff_sf1
ml_investment.applications.fair_marketcap_diff_yahoo
ml_investment.applications.fair_marketcap_sf1
ml_investment.applications.fair_marketcap_yahoo
ml_investment.applications.marketcap_down_std_sf1
ml_investment.applications.marketcap_down_std_yahoo
ml_investment.data_loaders.daily_bars
ml_investment.data_loaders.quandl_commodities
ml_investment.data_loaders.sf1
ml_investment.data_loaders.yahoo
ml_investment.download_scripts.download_commodities
ml_investment.download_scripts.download_daily_bars
ml_investment.download_scripts.download_sf1
ml_investment.download_scripts.download_yahoo
P
Pipeline (class in ml_investment.pipelines)
post_order() (ml_investment.backtest.strategy.Strategy method)
post_order_value() (ml_investment.backtest.strategy.Strategy method)
post_portfolio_part() (ml_investment.backtest.strategy.Strategy method)
post_portfolio_size() (ml_investment.backtest.strategy.Strategy method)
post_portfolio_value() (ml_investment.backtest.strategy.Strategy method)
predict() (ml_investment.models.EnsembleModel method)
(ml_investment.models.GroupedOOFModel method)
(ml_investment.models.LogExpModel method)
(ml_investment.models.TimeSeriesOOFModel method)
Q
QuandlCommoditiesData (class in ml_investment.data_loaders.quandl_commodities)
QuarterlyBinDiffTarget (class in ml_investment.targets)
QuarterlyDiffFeatures (class in ml_investment.features)
QuarterlyDiffTarget (class in ml_investment.targets)
QuarterlyFeatures (class in ml_investment.features)
QuarterlyTarget (class in ml_investment.targets)
R
RelativeGroupFeatures (class in ml_investment.features)
ReportGapTarget (class in ml_investment.targets)
S
SF1BaseData (class in ml_investment.data_loaders.sf1)
SF1DailyData (class in ml_investment.data_loaders.sf1)
SF1QuarterlyData (class in ml_investment.data_loaders.sf1)
SF1SNP500Data (class in ml_investment.data_loaders.sf1)
step() (ml_investment.backtest.strategy.Strategy method)
Strategy (class in ml_investment.backtest.strategy)
T
TimeSeriesOOFModel (class in ml_investment.models)
translate_currency() (in module ml_investment.data_loaders.sf1)
Y
YahooBaseData (class in ml_investment.data_loaders.yahoo)
YahooQuarterlyData (class in ml_investment.data_loaders.yahoo)
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