my wrapper functions and classes for python
Project description
# oxyba – my wrapper functions and classes for python
The oxyba package contains my wrapper functions and classes.
There is no particular purpose nor structure within this package. New wrapper functions and classes are just added to main package folder.
I advise against using any of this code in production. Just don’t. Feel free to copy code and adjust it to your own needs.
### Installation
Check the source code at https://github.com/ulf1/oxyba
`sh pip install oxyba `
### Load the package
I am going to use the ox shortcut
`python import oxyba as ox `
### Versioning
After v0.1.11 the versioning rules changed. A version X.Y.Z will have the following meaning.
X: Major changes for the package
Y: New function, class, module was added
Z: Bugfixes, minor changes
### Notes to myself
Update setup.py (version, requirements)
Update CHANGES.txt (what’s added, changed, removed?)
Run: python setup.py sdist upload -r pypi
### Functions
#### Sampling, Resampling
block_idxmat_sets
block_idxmat_shuffle
crossvalidation_loop
crossvalidation_stats
threeway_split
jackknife_loop
jackknife_stats
#### Data Cleaning with Pandas
clean_add_strdec
clean_dateobject_to_string
clean_german_date
clean_german_number
clean_to_decimal
#### Data Cleaning (other)
date_to_datetime
drop_empty_records
#### Feature/Variable Checking
features_check_singular
isordinal
#### Correlations Matricies
corr
corr_rank
corr_tau
DataViz
heatmap_corr
hist_corr_pval
hist_corr_pval_groups
#### Correlation Matrix Adjustment
illcond_corrmat
subjcorr_luriegold
subjcorr_kfactor
subjcorr_onepara
#### Random Variables
Random Correlated Variables
rand_bivar
rand_chol
rand_imancon
Random Dates
rand_dates
#### Date Functions
yearfrac_365q
#### Other stats
nominal_count
nominal_mode
norm_mle
#### Linear Regression
linreg_ridge_lu
linreg_mle
linreg_ols_lu
linreg_ols_pinv
linreg_ols_qr
linreg_ols_svd
linreg_ols_utils.py
linreg_predict
linreg_residuals
linreg_ssr
linreg_mse
linreg_rmse
#### Financial Models
leland94
#### Databases
mysql_batch_and_fetch
#### Python
pip_upgrade
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