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Built an Algorithm to predict all kinds of financial data like Company Financials, GDP, Stock Prices, NFP, Treasury Yields,
and more using the ARIMA model.
The Prediction accuracy was more than 82%, …
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output from the check-links command:
```
Run pkgmt check-links
*** templates/ml-advanced/README.md ***
(None) https://binder.ploomber.io/v2/gh/ploomber/binder-env/main?urlpath=git-pull%3Frepo%…
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Current "ensemble" model ensembles the models:
https://github.com/signaturescience/fiphde/blob/c1a84e333aa7bbd07f950091cd864fa9ea3c9b79/R/forecast.R#L114-L116
Rather than ensembles the forecasts…
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What if I just want to pick up the optimal p given that both d and q are zero?
In R, I could set max.q =0.
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There's a set of tables, `model`, `model_measure`, `model_parameter`, `model_product`, `model_run`, and `model_value`, for which there also exist versions with names prepended with `test_`. The GES mo…
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Dear authors,
Thanks for making the code available of your interesting paper.
When I was going through the paper, I found the usage of the term "Stationarization" a little confusing. In Section…
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target: june 2023
wanted:
- pandas-2 (is pyarrow based)
- SQLalchemy-2
- python-3.11.4
- python-3.12.0 betas, with multi-interpreters early "experimental" APIs (package 'interpreters-3-12')
…
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From mailing list
``` python
import pandas as pd
import numpy as np
import statsmodels.formula.api as sm
from statsmodels.sandbox.regression.predstd import wls_prediction_std
d = pd.DataFrame({'x': …
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Using the same kind of model as https://github.com/jupyter-naas/awesome-notebooks/blob/master/YahooFinance/YahooFinance_Send_daily_prediction_to_Email.ipynb
Without the email sending part, but wher…
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when creating different environment / across machines I noticed that auto arima returns different results despite having the same statsmodel version and pmdarima version. Are there any modules i shoul…