Small library for common tasks
Project description
Helper package for coding and automation
Version 0.1.42
- add <rich_color.py>: add basic color list (for easy usage)
Version 0.1.41
- add <rich_color.py> to display rich color information in python package (rcolor_str, rcolor_pallet_all, etc.)
Version 0.1.40
- update <csvfile.py> to use
itables
andpygwalker
to display dataframe in jupyter notebook.
Version 0.1.38
- add <torchloader.py> to search for best cfg for torch dataloader (num_workers, batch_size, pin_memory, et.)
Version 0.1.37
- add <dataset.py> to help split classification dataset into train/val(test)
Version 0.1.33
- add
plot.py
module to plot DL model training history (with columlns: epoch, train_accuracy, val_accuracy, train_loss, val_loss) usingseaborn
andmatplotlib
Version 0.1.29
- for
tele_noti
module,kaleido==0.1.*
is required for plotly sincekaleido 0.2.*
is not working (taking for ever to generate image)
Version 0.1.24
- rename
sys
tosystem
to avoid conflict with built-insys
module - add
tele_noti
module to send notification to telegram after a specific interval for training progress monitoring
Version 0.1.22
- add
cuda.py
module to check CUDA availability (for both pytorch and tensorflow)
Version 0.1.21
- using
networkx
andomegaconf
to allow yaml file inheritance and override
Version 0.1.15
__init__.py
: add common logging library; alsoconsole_log
decorator to log function (start and end)
Version 0.1.10
- filesys: fix typo on "is_exit" to "is_exist"
- gdrive: now support uploading file to folder and return direct link (shareable link)
Version 0.1.9
- add dependencies requirement.txt
Version 0.1.8
Fix bugs:
- [performance] instead of inserting directly new rows into table dataframe, first insert it into in-memory
row_pool_dict
, that fill data in that dict into the actual dataframe when needed.
Version 0.1.7
Fix bugs:
- fix insert into table so slow by allowing insert multiple rows at once
Version 0.1.6
New features:
- add DFCreator for manipulating table (DataFrame) - create, insert row, display, write to file
Version 0.1.5
New Features
- add cmd module
- new package structure
Version 0.1.4
New Features
- add support to create Bitbucket Project from template
Version 0.1.2
New Features
- add support to upload local to google drive.
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