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Uncertainty Baselines is a collection of strong, well-documented training pipelines that make it straightforward to evaluate predictive uncertainty in modern machine learning models. Rather than offering toy scripts, it provides end-to-end recipes—data input, model architectures, training loops, evaluation metrics, and logging—so results are comparable across runs and research groups. The library spans canonical modalities and tasks, from image classification and NLP to tabular problems,...

...The script reads the IPs of the devices from the NETWORK_IP file, then gets the SSHv2/Telnet credentials from the SSH_USERPASS file and sends the commands you enter in the CMD_FILE file to all the devices. The script also checks if all the needed files exist, if all the IP addresses are valid and if all the devices are reachable. Tools used: Python 2.7.3, GNS3, Linux.

...Telnet username/password parameters are configured within the script. This feature can be further customized to prompt the user for them or read them from a file. The script also checks if all the needed files exist, if all the IP addresses are valid and if all the devices are reachable. Tools used: Python 2.7.3, GNS3, Linux.