Stock Prediction API
Notes
Understanding the LSTM
Understanding the GPM
The approach to combining models
Usage
Examples
Code Documentation:
moneymaker
Stock Prediction API
Docs
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Index
Index
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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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M
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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
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U
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W
_
__init__() (src.BayesReg.GPM method)
(src.CombinedModel.CombinedModel method)
(src.get_data.Company method)
(src.StockRNN.StockRNN method)
B
BColors (class in tests.BColors)
BOLD (tests.BColors.BColors attribute)
C
cache() (src.get_data.Company method)
check_sliding_window_valid_at_index() (src.StockRNN.StockRNN method)
CombinedModel (class in src.CombinedModel)
Company (class in src.get_data)
company() (in module tests.test_get_data)
D
do_training() (src.StockRNN.StockRNN method)
E
ENDC (tests.BColors.BColors attribute)
F
FAIL (tests.BColors.BColors attribute)
forward() (src.StockRNN.StockRNN method)
G
generate_predicted_distribution() (src.StockRNN.StockRNN method)
get_date_at_index() (src.get_data.Company method)
go() (src.BayesReg.GPM method)
GPM (class in src.BayesReg)
H
HEADER (tests.BColors.BColors attribute)
M
main (module)
make_prediction_with_validation() (src.StockRNN.StockRNN method)
moving_average() (src.get_data.Company static method)
O
OKBLUE (tests.BColors.BColors attribute)
OKGREEN (tests.BColors.BColors attribute)
P
peek_dataset() (src.StockRNN.StockRNN method)
plot_predicted_distribution() (src.StockRNN.StockRNN method)
plot_prediction_with_validation() (src.StockRNN.StockRNN method)
populate_daily_stock_data() (src.StockRNN.StockRNN method)
populate_dataframe() (src.get_data.Company method)
populate_loaders() (src.StockRNN.StockRNN method)
populate_test_train() (src.StockRNN.StockRNN method)
pred_in_conj() (src.StockRNN.StockRNN method)
R
reconstruct_stock_from_percent_change() (src.get_data.Company method)
return_data() (src.get_data.Company method)
return_dummy_data() (src.get_data.Company method)
return_loaders() (src.StockRNN.StockRNN method)
return_numpy_array_of_company_daily_stock_close() (src.get_data.Company method)
return_numpy_array_of_company_daily_stock_percent_change() (in module tests.test_get_data)
(src.get_data.Company method)
revise_end_date() (src.get_data.Company method)
revise_start_date() (src.get_data.Company method)
S
src (module)
src.BayesReg (module)
src.CombinedModel (module)
src.get_data (module)
src.prob_train (module)
src.StockRNN (module)
StockRNN (class in src.StockRNN)
T
test_populate_daily_stock_data() (in module tests.test_rnn)
test_populate_test_train_creates_correct_number_of_randomly_ordered_segments() (in module tests.test_rnn)
test_return_numpy_array_of_company_daily_stock_close() (in module tests.test_get_data)
test_save_to_csv_saves_file_no_csv_suffix() (in module tests.test_get_data)
test_save_to_csv_saves_file_with_csv_suffix() (in module tests.test_get_data)
tests (module)
tests.BColors (module)
tests.test_get_data (module)
tests.test_rnn (module)
train() (src.CombinedModel.CombinedModel method)
U
UNDERLINE (tests.BColors.BColors attribute)
W
WARNING (tests.BColors.BColors attribute)
WHITE (tests.BColors.BColors attribute)