A library for data preprocessing with TensorFlow
Project description
TensorFlow Transform is a library for preprocessing data with TensorFlow. tf.Transform is useful for data that requires a full-pass, such as:
Normalize an input value by mean and standard deviation.
Convert strings to integers by generating a vocabulary over all input values.
Convert floats to integers by assigning them to buckets based on the observed data distribution.
TensorFlow has built-in support for manipulations on a single example or a batch of examples. tf.Transform extends these capabilities to support full-passes over the example data.
https://github.com/tensorflow/transform/blob/master/README.md
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
File details
Details for the file tensorflow-transform-canary-0.9.0.tar.gz.
File metadata
- Download URL: tensorflow-transform-canary-0.9.0.tar.gz
- Upload date:
- Size: 132.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.9.1 pkginfo/1.4.1 requests/2.18.4 setuptools/36.6.0 requests-toolbelt/0.8.0 tqdm/4.19.5 CPython/2.7.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | dc6e79a36de7a77d4794467eaf36d9ae3a6d7c9e615158643a6ffe0f0238fd19 |
|
| MD5 | 977ebe76dca69494fc3cd3026dffbb00 |
|
| BLAKE2b-256 | c8101eea43360d17f3e9d453f5fc04c745a30fc904034f708168a6d6638fcbb8 |
