https://github.com/xserban/dnnmodels
Tensorflow| More Cleverhans base-models
https://github.com/xserban/dnnmodels
base-models cleverhans tensorflow
Last synced: 3 months ago
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Tensorflow| More Cleverhans base-models
- Host: GitHub
- URL: https://github.com/xserban/dnnmodels
- Owner: xserban
- License: mit
- Created: 2018-06-26T13:18:52.000Z (about 8 years ago)
- Default Branch: develop
- Last Pushed: 2018-11-20T14:09:38.000Z (over 7 years ago)
- Last Synced: 2025-11-01T00:19:41.613Z (8 months ago)
- Topics: base-models, cleverhans, tensorflow
- Language: Python
- Homepage:
- Size: 36.1 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.MD
- License: LICENSE
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README
#### Mainly deprecated since Cleverhans implemented model zoo.
#### I still use it for experimentation and might roll some new features.
The library was created in order to extend [Cleverhans](https://github.com/tensorflow/cleverhans) [models](https://github.com/tensorflow/cleverhans/blob/master/cleverhans/model.py).
The main goal is to ease the design process for new models by introducing the ``` train_graph.py ``` abstraction and other layers such as ``` lrn.py ```.
The inspiration comes from [Cleverhans](https://github.com/tensorflow/cleverhans/blob/master/cleverhans_tutorials/tutorial_models.py). For the moment all models are extended to use [name_scopes](https://www.tensorflow.org/api_docs/python/tf/name_scope). Moreover, new architectures will be implemented in the [``` get_model.py ```](https://github.com/NullConvergence/dnn-models/blob/master/get_model.py) file.
### Installation
## ``` pip ``` Installation:
``` pip install pip install dnnmodels ```
## Manual Installation
``` git clone https://github.com/NullConvergence/dnn-models ```
``` pip install -e ./dnn-models ```
### Examples
* At the moment there is only one example: [``` mnist.py ```](https://github.com/NullConvergence/dnn-models/blob/master/examples/mnist_train.py)