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TCNs exhibit longer memory than recurrent architectures with the same capacity. Performs better than LSTM/GRU on a vast range of tasks (Seq. MNIST, Adding Problem, Copy Memory, Word-level PTB...). Parallelism (convolutional layers), flexible receptive field size (possible to specify how far the model can see), stable gradients (backpropagation through time, vanishing gradients). The usual way is to import the TCN layer and use it inside a Keras model. The receptive field is defined as the...

Tftpy is a TFTP library for the Python programming language. It includes client and server classes, with sample implementations. Hooks are included for easy inclusion in a UI for populating progress indicators. It supports RFCs 1350, 2347 and 2348. Proje

This is a Windows GUI application written in Python 2.7, used for Telnet and SSH into multiple Cisco Routers, Switches and Firewalls to send configuration commands. It will automate the tasks for Cisco network engineers and reduce the administrative overhead for repetitive tasks such as SNMP config, changing usernames, adding tacacs config etc. The application is very simple to use, with sample commands and hosts files saved inside, it's doesn't provide inter-active session, but it will do all the work silently and provide you with the sessions log.