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.
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-0.0.1.4.tar.gz
(12.6 kB
view details)
Built Distribution
mytflib-0.0.1.4-py3-none-any.whl
(13.6 kB
view details)
File details
Details for the file mytflib-0.0.1.4.tar.gz.
File metadata
- Download URL: mytflib-0.0.1.4.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 | 766b9b8884d3d5f6a29c4fb4cbeb8227b03d2e929dfa15cec9a6d2dc0a695b89 |
|
| MD5 | d8f9eab85c0bd222cdc0a645b7be2c50 |
|
| BLAKE2b-256 | 97bc595b52ee101aa472b24fcc19a3c5ea57d68d9841bef644be9484938556e0 |
File details
Details for the file mytflib-0.0.1.4-py3-none-any.whl.
File metadata
- Download URL: mytflib-0.0.1.4-py3-none-any.whl
- Upload date:
- Size: 13.6 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 | 490b38010471721966b6a78a421d464c1bd43d8f057f809d6bef92182c5d5a9d |
|
| MD5 | a49c100c995c3ecc623075a46cfd48a6 |
|
| BLAKE2b-256 | f3c58451f3939f0d817aa97cc32fbba4c79b91656ff8ba72602cf5bc41375080 |
