My TensorFlow Library
Project description
My Tensorflow Library is collection of codes writtten 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 to find optimal range of LR, and LR shaper to plot various shape of LR tarjectories.
- TFRecord Curator - Write, display, and manage TFRecords
- Training Manager - Gradient accumulation, Class re-weighting.
pip install mytflib
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-0.0.2.0.tar.gz
(12.6 kB
view details)
Built Distribution
mytflib-0.0.2.0-py3-none-any.whl
(16.0 kB
view details)
File details
Details for the file mytflib-0.0.2.0.tar.gz.
File metadata
- Download URL: mytflib-0.0.2.0.tar.gz
- Upload date:
- Size: 12.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.0 CPython/3.9.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 6387cdb3b2b25bc519ce587354e709149552a674aee7f4f7ec2e00f2866f690f |
|
| MD5 | b36933773e6ccf9dc1044a569f7a95bd |
|
| BLAKE2b-256 | 27fdaa35c9077197c02ee949d3097d4d11e3929c20a2e35bde9f27819ccb04a8 |
File details
Details for the file mytflib-0.0.2.0-py3-none-any.whl.
File metadata
- Download URL: mytflib-0.0.2.0-py3-none-any.whl
- Upload date:
- Size: 16.0 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 | b485d795bff73c9b571e88a57f0cd9bbdb2076512cb9a2a789502c46bd2ddb2e |
|
| MD5 | 47d9d60c13f6dd78c141c018a9bb63a0 |
|
| BLAKE2b-256 | eb9acf1ce7cf5cefe79c3b4732adf42380e93f1391c9b9e0ec5cd8fbaddcf6b5 |
