This is the Linux app named talos whose latest release can be downloaded as v2.0.8sourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.
Download and run online this app named talos with OnWorks for free.
Follow these instructions in order to run this app:
- 1. Downloaded this application in your PC.
- 2. Enter in our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 3. Upload this application in such filemanager.
- 4. Start the OnWorks Linux online or Windows online emulator or MACOS online emulator from this website.
- 5. From the OnWorks Linux OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 6. Download the application, install it and run it.
SCREENSHOTS
Ad
talos
DESCRIPTION
Talos radically changes the ordinary Keras, TensorFlow (tf.keras), and PyTorch workflow by fully automating hyperparameter tuning and model evaluation. Talos exposes Keras and TensorFlow (tf.keras) and PyTorch functionality entirely and there is no new syntax or templates to learn. Talos is made for data scientists and data engineers that want to remain in complete control of their TensorFlow (tf.keras) and PyTorch models, but are tired of mindless parameter hopping and confusing optimization solutions that add complexity instead of reducing it. Within minutes, without learning any new syntax, Talos allows you to configure, perform, and evaluate hyperparameter optimization experiments that yield state-of-the-art results across a wide range of prediction tasks. Talos provides the simplest and yet most powerful available method for hyperparameter optimization with TensorFlow (tf.keras) and PyTorch.
Features
- Works with ANY Keras, TensorFlow (tf.keras) or PyTorch model
- Takes minutes to implement
- No new syntax to learn
- Adds zero new overhead to your workflow
- Automated hyperparameter optimization
- Dynamically change optimization strategy during experiment
- Support for man-machine cooperative optimization strategy
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/talos.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
