Keras
keras.io · ML Frameworks
High level deep learning API that runs on JAX, TensorFlow or PyTorch backends.
Keras is one of 20 ML framework tools on Axiomi. See all ML framework tools or how we check facts.
Open source
// guides
Guides that cover Keras
How to Use TensorFlow in Jupyter Notebook
How to use TensorFlow in Jupyter Notebook: install it in a venv, register the kernel with ipykernel, pick it in JupyterLab or VS Code, and fix common errors.
Best ML Frameworks for Python in 2026
The best ML frameworks for Python in 2026, ranked by job: PyTorch, scikit-learn, JAX, Keras 3, XGBoost, LightGBM, TensorFlow, MLX and more, with versions.
Tinygrad vs PyTorch Performance
Tinygrad vs PyTorch performance: when TinyJit and BEAM can outrun eager PyTorch, when torch.compile and the ecosystem win, and how to compare them fairly.
How to Use TensorFlow in Python (Step by Step)
How to use TensorFlow in Python in 2026: install it in a venv, work with tensors and gradients, train a Keras model, feed data with tf.data and save it.
How to Use TensorFlow with GPU (2026 Setup)
How to use TensorFlow with GPU in 2026: the pip [and-cuda] install on Linux and WSL2, Docker, Mac Metal, how to verify the GPU, and fixes for common errors.
TensorFlow vs PyTorch vs Keras in 2026
TensorFlow vs PyTorch vs Keras in 2026: Keras 3 multibackend, which is easier to learn, open weight LLM ecosystem fit, and who should pick each stack.
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Keras alternatives and related tools
PyTorchpytorch.orgThe dominant deep learning framework in research, with eager execution, torch.compile and a huge ecosystem.ML FrameworksOpen source★ 105.1k
tinygradtinygrad.orgDeliberately small deep learning framework that aims to make it easy to add new accelerators.ML FrameworksOpen source★ 33.8k
scikit-learnscikit-learn.orgPython's standard library for classical machine learning: one fit/predict interface for linear models, trees, clustering, preprocessing, cross validation and metrics.ML FrameworksOpen source★ 68k
TensorFlowtensorflow.orgGoogle's end to end machine learning platform, still widely deployed in production and on mobile via LiteRT.ML FrameworksOpen source★ 201.3k
JAXdocs.jax.devComposable transformations of NumPy style programs: automatic differentiation, JIT compilation and parallelism on GPUs and TPUs.ML FrameworksOpen source★ 36.5k
Diffusershuggingface.coHugging Face's Python library of pipelines and building blocks for diffusion and flow models, covering image, video and audio generation, with LoRA training support.ML FrameworksOpen source★ 34.8k