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XYplorer is a multi-tabbed file manager for Windows, featuring a very powerful file search, versatile preview facilities, a highly customizable interface, and a large array of unique ways to efficiently automate frequently recurring tasks. ![]() ![]() This gets the symbolic representation of GPT-2 from our repository: (Also, in Version 12.1 there’s support for the new ONNX neural net specification standard, which makes it easier to import the very latest neural nets that are being published in almost any format.) ![]() And the way things are set up, it’s immediate to use any of these nets. There are 25 new types of neural nets in our Wolfram Neural Net Repository, including ones like BERT and GPT-2. In Version 12.1 we’ve continued our leading-edge development in machine learning. ![]() And the other big thing is that our whole neural net system is symbolic-in the sense that neural nets are specified as computable, symbolic constructs that can be programmatically manipulated, visualized, etc. So that means that we have pretrained classifiers and predictors and feature extractors that you can immediately and seamlessly use. The second big thing is that we’ve been curating neural nets, just like we curate so many other things. First, we’ve emphasized high automation-using machine learning to automate machine learning wherever possible, so that even non-experts can immediately make use of leading-edge capabilities. 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