tfa-nightly

library0.23.0.dev20240415222534pypypiunverified

Nightly pre-release builds of TensorFlow Addons, a library of maintained TensorFlow API extensions. Current version 0.23.0.dev (development). Published irregularly (nightly). Not stable; use TensorFlow Addons stable (tensorflow-addons) for production.

ai-ml

pip install tfa-nightly

package ↗

INSTALL

IMPORT

SIG · TFA-NIGHTLY

tfa-nightly

ai-mlpythonv0.23.0.dev20240415222534

Install

2.9s avg

Import

—

Disk

23MB

Pass rate

3/ 10

Env Coverage3 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v0.23.0.dev20240415222534 · pip install

no network on importno background threads

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

glibc

py 3.10

✕ build_error

✓ 2.9s

py 3.11

✕ build_error

✓ 2.4s

py 3.12

✕ build_error

py 3.13

✕ build_error

py 3.9

✕ build_error

✓ 3.4s

23MB installed

● package 23MB

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

tfa

✓ import tensorflow_addons as tfa

✗ from tensorflow_addons import ...

tfa-nightly installs as tensorflow_addons (same namespace). Import using standard module name.

Minimal working example: import tensorflow and tensorflow_addons, then use an optimizer from addons.

import tensorflow as tf import tensorflow_addons as tfa # Example: use a standard optimizer from addons model = tf.keras.Sequential([tf.keras.layers.Dense(10)]) optimizer = tfa.optimizers.LAMB(learning_rate=0.001) model.compile(optimizer=optimizer, loss='mse') print('tfa installed and working')

Debug

Known issues

breakingtfa-nightly is inherently unstable and may break at any time. APIs can change or disappear without notice. Use only for testing.

fix

Pin to a specific nightly version and test thoroughly before updating.

affects: all

gotchatfa-nightly and tensorflow-addons (stable) cannot be installed together. They conflict because both install under the same namespace tensorflow_addons.

fix

Use only one of them. Uninstall the other: pip uninstall tensorflow-addons tfa-nightly

affects: all

deprecatedTensorFlow Addons (including nightly) is in maintenance mode since TensorFlow 2.10. Many ops have been integrated into core or moved to tf.keras. The official recommendation is to use core TensorFlow functions where possible.

fix

Migrate to core TensorFlow APIs. See https://github.com/tensorflow/addons#recommendation

affects: all

Upgrade

Version history

0.23.0.dev20240415222534latest on PyPI · released Apr 15, 2024

Audit

Dependencies

tensorflowrequiredRequired; addons are extensions of TensorFlow

Agent activity

17 hits · last 30 days

node

OpenAI (training)

Resources

packagehttps://pypi.org/project/tfa-nightly/ ↗