https://github.com/hosford42/tensorflowutilities
Assorted useful tensorflow functions and keras layers
https://github.com/hosford42/tensorflowutilities
tensorflow-probability tensorflow2
Last synced: about 2 months ago
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Assorted useful tensorflow functions and keras layers
- Host: GitHub
- URL: https://github.com/hosford42/tensorflowutilities
- Owner: hosford42
- License: mit
- Created: 2022-08-21T19:58:05.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-05-12T02:56:17.000Z (about 2 years ago)
- Last Synced: 2025-02-09T11:43:02.657Z (3 months ago)
- Topics: tensorflow-probability, tensorflow2
- Language: Python
- Homepage:
- Size: 130 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# TensorFlowUtilities
Assorted useful tensorflow functions and keras layers
## Content Categories
Currently the functionality implemented here includes:
* Basic vector and matrix manipulations
* Matrix exponentiation
* Tools for working with multivariate normal distributions
* Kalman filter-related functionality
* Random rotation matrices
* Tools for sequential data
* Gradient manipulations
* Loss manipulations
* On-line data collection
## Installation
```bash
$ git clone https://github.com/hosford42/TensorFlowUtilities.git
$ cd TensorFlowUtilities/
$ pip3 install .
```
## Contributing
### Pull Requests
I'm happy to receive pull requests. If you submit new functionality,
please ensure your code includes documentation and unit tests. The
code you submit will need to be licensed compatibly with the MIT
license. If you wrote it yourself, add your name as a contributor.
If you didn't, please add the original author as a contributor. If
you're looking for ways to contribute, take a look at any open
feature requests; these are things I probably won't have time to
work on myself.
### Bug Reports
If you find a bug, I'm eager to hear about it, so please open an issue
and report it. I'll try to get to it as soon as I have the time.
Unfortunately, for the time being, this is a one-person show, so be
prepared to wait -- unless you would like to submit a fix yourself,
which would make my day. :)
### Feature Requests
I'm happy to receive feature requests, but in all honesty, I probably
won't get time to implement them unless I have a specific use case
for an unrelated project I'm working on.