google / qkeras
QKeras: a quantization deep learning library for Tensorflow Keras
Why this job: says: deep learning library; topics: tensorflow, keras, deep-learning, machine-learning
What it does
QKeras is a quantization extension to Keras that provides drop-in replacement for some of the Keras layers, especially the ones that creates parameters and activation layers, and perform arithmetic operations, so that we can quickly create a deep quantized version of Keras network.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Inactive
- Last commit 8 months ago
- Stars
- 584
- On GitHub
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.9.0
- Released 5 years ago
- Built with
- Python
- 91% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 60% closed
- 38 still open
- Pull requests
- 24 merged
- 11 waiting
- Releases
- 6
- 0 in the last year
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| microsoft / onnxruntime | 22,293 | 2 days ago | MIT | Mac, Linux |
| keras-team / autokeras | 9,341 | 11 months ago | Apache-2.0 | No downloads |
| fastmachinelearning / hls4ml | 2,203 | yesterday | Apache-2.0 | No downloads |
More: languages, topics and project record
Languages
- Python 91%
- Jupyter Notebook 9%
Topics
- deep-learning
- quantization
- quantized-neural-networks
- hardware-acceleration
- quantized-networks
- tensorflow
- keras
- machine-learning
- asic-design
- fpga
- fpga-accelerator
- accelerator
Project record
- JobAI libraries and models
- StatusListed
- Commits452
- Forks108
- Watching31
- Stars in 28 days+1
- CreatedAug 6, 2019
- First seen by usNov 7, 2026
- CheckedNov 8, 2026