My TensorFlow Library
Project description
My Tensorflow Library is collection of codes for a more fluent tensorflow usage.
It consist of four main parts:
- DataLoader - Loading from pd.Dataframe and TFRecords, with tf.Dataset API
- Learining rate Tuner and Shaper - LR searcher after Smith (2018) to find optimal range of LR, various shape of LR curves.
- TFRecord Curator - Write, display, and manage TFRecords
- Training Manager - Gradient accumulation, Class re-weighting.
pip install mytflib==0.0.1.6
pip install git+https://github.com/johnypark/mytflib@main
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
mytflib-0.0.1.7.tar.gz
(13.1 kB
view details)
Built Distribution
mytflib-0.0.1.7-py3-none-any.whl
(14.1 kB
view details)
File details
Details for the file mytflib-0.0.1.7.tar.gz.
File metadata
- Download URL: mytflib-0.0.1.7.tar.gz
- Upload date:
- Size: 13.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.0 CPython/3.9.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 9b8c25f5e4f1c0dfc62d95fcdcafb5a1e9e80fab203f1b20715dd8ad61791636 |
|
| MD5 | 494961956a1d936557d5266acefa6d66 |
|
| BLAKE2b-256 | 6d7c90748cc8a69efa7429633715bfbdd270b057a60bf497cacd78f72b355391 |
File details
Details for the file mytflib-0.0.1.7-py3-none-any.whl.
File metadata
- Download URL: mytflib-0.0.1.7-py3-none-any.whl
- Upload date:
- Size: 14.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.0 CPython/3.9.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 8dae7609c4d5f5610d221689902127e01c4ff39c40981cf64b3fb8c6c509df73 |
|
| MD5 | 6ec17ab2fe8d019e52dfe5bbc68ecc2c |
|
| BLAKE2b-256 | 954e12e1c38a32b971d6f1758898a4d933c05322780f20a2769234f2a6a43155 |
