{"categories":[{"label":"Software Development","url":"https://skillfed.io/packages/category/software-development/5"},{"label":"Libraries","url":"https://skillfed.io/packages/category/software-development-libraries/4"},{"label":"Scientific/Engineering","url":"https://skillfed.io/packages/category/scientific-engineering/3"},{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/7"},{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/3"},{"label":"Mathematics","url":"https://skillfed.io/packages/category/scientific-engineering-mathematics"}],"enrichment":{"capability":"TF-Keras is a pure-TensorFlow implementation of Keras that provides a high-level deep learning API for building and training neural networks.","skillfed_tags":["deep-learning","nightly-build","tensorflow-native"],"use_cases":["Build neural network models for image classification, NLP, or regression tasks using the Keras API.","Experiment with cutting-edge TensorFlow and Keras features during development by tracking nightly builds.","Train models with custom layers, callbacks, and training loops while leveraging TensorFlow's distributed training.","Migrate existing tf.keras code to a standalone package that decouples Keras from the main TensorFlow release cycle.","Prototype deep learning architectures using high-level Keras abstractions without writing low-level operations."],"what_it_does":"TF-Keras is the pure-TensorFlow implementation of Keras, providing a high-level API for defining, training, and evaluating deep learning models. It is built on the legacy tf.keras codebase and runs entirely within TensorFlow, making it tightly integrated with TensorFlow's execution model and optimization pipeline. The package offers familiar Keras abstractions\u2014layers, models, optimizers, and loss functions\u2014while remaining a TensorFlow-native implementation.\n\nThis is a nightly development build, meaning it tracks the latest development branch of TF-Keras and receives frequent updates. It depends on tf-nightly, so you get the latest TensorFlow features and fixes alongside the latest Keras API changes. This package is distinct from the multi-backend Keras 3, which supports multiple backends; TF-Keras is TensorFlow-specific and maintains the original Keras API surface for TensorFlow users.","worth_installing":"Yes, if you are actively developing with TensorFlow and want the latest Keras API features; no, if you need stability and predictability\u2014use the stable tf-keras release instead. The nightly build is suitable for developers and researchers who can tolerate frequent changes and want early access to new features, but not for production systems requiring long-term API stability."},"id":"tf-keras-nightly","links":{"html":"https://skillfed.io/packages/tf-keras-nightly","md":"https://skillfed.io/packages/tf-keras-nightly.md","pypi":"https://pypi.org/project/tf-keras-nightly/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-14","license_spdx":null,"license_treatment":"permissive","name":"tf-keras-nightly","python_support":"supports_current","summary":"Deep learning for humans."},"popularity":{"monthly_downloads":1410295,"position":3940,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"2.21.0.dev2026081409"}