JAX
ml_framework
Overview
Developed byGoogle
LicenseApache 2.0
Open source✓ Open Source
Primary languagePython
Use casehigh-performance numerical computing with automatic differentiation and XLA compilation
Technical
Protocols
Knowledge graph stats
Claims36
Avg confidence95%
Avg freshness100%
Last updatedUpdated yesterday
WikidataQ1111626
Trust distribution
100% unverified
Governance
Not assessed
JAX
product
Google high-performance numerical computing library with automatic differentiation
Compare with...supports feature
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| automatic differentiation | ○Unverified | High | Fresh | 1 |
| just-in-time compilation | ○Unverified | High | Fresh | 1 |
requires
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Python | ○Unverified | High | Fresh | 1 |
programming language
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Python | ○Unverified | High | Fresh | 1 |
pricing model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| free | ○Unverified | High | Fresh | 1 |
supports acceleration
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| TPU | ○Unverified | High | Fresh | 1 |
| GPU | ○Unverified | High | Fresh | 1 |
integrates with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Keras | ○Unverified | High | Fresh | 1 |
| Haiku | ○Unverified | High | Fresh | 1 |
| Flax | ○Unverified | High | Fresh | 1 |
| Optax | ○Unverified | Moderate | Fresh | 1 |
alternative to
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| PyTorch | ○Unverified | High | Fresh | 1 |
| TensorFlow | ○Unverified | Moderate | Fresh | 1 |
primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| high-performance numerical computing with automatic differentiation and XLA compilation | ○Unverified | High | Fresh | 1 |
| machine learning research and high-performance computing | ○Unverified | High | Fresh | 1 |
| machine learning research and high-performance numerical computing | ○Unverified | High | Fresh | 1 |
| machine learning research | ○Unverified | High | Fresh | 1 |
| scientific computing | ○Unverified | High | Fresh | 1 |
open source
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| true | ○Unverified | High | Fresh | 1 |
license type
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Apache 2.0 | ○Unverified | High | Fresh | 1 |
| Apache License 2.0 | ○Unverified | High | Fresh | 1 |
developed by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| ○Unverified | High | Fresh | 1 |
supports protocol
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| XLA | ○Unverified | High | Fresh | 1 |
supports compilation target
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| XLA | ○Unverified | High | Fresh | 1 |
supports accelerator
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| TPU | ○Unverified | High | Fresh | 1 |
| GPU | ○Unverified | High | Fresh | 1 |
based on
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| NumPy | ○Unverified | High | Fresh | 1 |
| NumPy API | ○Unverified | High | Fresh | 1 |
maintained by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| ○Unverified | High | Fresh | 1 | |
| Google Research | ○Unverified | High | Fresh | 1 |
supports hardware
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| GPU | ○Unverified | High | Fresh | 1 |
| TPU | ○Unverified | High | Fresh | 1 |
supports compilation
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| XLA | ○Unverified | High | Fresh | 1 |
key feature
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| automatic differentiation | ○Unverified | High | Fresh | 1 |
competes with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| PyTorch | ○Unverified | Moderate | Fresh | 1 |
| TensorFlow | ○Unverified | Moderate | Fresh | 1 |