Deep Learning, NLP, NMT, AI, ML
Deploy tensorflow graphs for fast evaluation and export to tensorflow-less environments running numpy. Now with tensorflow 1.0 support. Evaluation usage import tfdeploy as td import numpy as np model = td.Model(“/path/to/model.pkl”) inp, outp = model.get(“input”, “output”) batch = np.random.rand(10000, 784) result = outp.eval({inp: batch}) Installation and dependencies
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Convolutional Neural Networks Are Beautiful We all take our eyes for granted, we glance at an object for an instant and our brains can identify with ease. However distorted the information may be, we do a pretty good job at it. Low light, obscured vision, poor eyesight… There are a myriad of situations where conditions are poor but still we manage to understand what an object is. Context helps, but we humans were created with sight in mind. Computers have […]
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A web application which stands as a toolkit for climate change law assessment. Prerequisites Installing the application Get the source code: git clone https://github.com/eaudeweb/lcc-toolkit cd lcc-toolkit Customize the environment files: cp docker/postgres.env.example docker/postgres.env cp docker/web.env.example docker/web.env cp docker/init.sql.example docker/init.sql Depending on the installation mode, create the docker-compose.override.yml file: cp docker-compose.override.[prod|dev].yml docker-compose.override.yml Start the application stack: docker-compose up -d docker-compose logs Attach to the web service: docker-compose run web Create a superuser (for Ansible see https://gist.github.com/elleryq/9c70e08b1b2cecc636d6) python manage.py createsuperuser That’s it. […]
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sphinxcontrib-needs Sphinx-Needs allows the definition, linking and filtering of class-like need-objects, which are by default: requirements specifications implementations test cases. This list can be easily customized via configuration (for instance to support bugs or user stories). A default requirement need looks like: Layout and style of needs can be highly customized, so that a need can also look like: Take a look into our Examples for more pictures and ideas how to use Sphinx-Needs. For filtering and analyzing needs, Sphinx-Needs […]
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A simple yet powerful wrapper for the YouTube Analytics API. Features Pythonic syntax lets you feel right at home Dynamic error handling saves hours of troubleshooting, and makes sure only valid requests count toward your API quota A clever interface allows you to make multiple requests across multiple sessions without reauthorising Extra support allows the native saving of CSV files and conversion to DataFrame objects Easy enough for beginners, but powerful enough for advanced users Installation You need Python 3.6.0 […]
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pubmex.py is a script to get a fancy paper title based on given DOI or PMID (can be also combined with macOS Finder) Format of the title: a first author . a last author – (title(“dotted”) or your customed title) . PMID . journal . year . pdf e.g. Kelley.Scott.The.evolution.biology.shift.towards.engineering.prediction-generating.tools.away.traditional.research.practice.EMBORep.2008.pdf Nowadays, it’s not a big issue, with all Mendeley and other tools, however… I don’t want to put any PDF file collected on the way into my library, because then […]
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Enables Unreal Engine-style Right Mouse Viewport Navigation. This addon maps Blender’s Walk/Fly Navigation to the Right Mouse Button, while retaining context menu functionality across all 3D Viewport modes for the same button. How to Install Download RightMouseNavigation.zip from the Releases section on the right, then install by opening Blender, selecting Edit > Preferences > Addons > Install then select RightMouseNavigation.zip and click Install Addon How to Use Right Mouse Hold + WASD to Navigate 3D Viewport Right Mouse Click to […]
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Ultimaker Cura is a state-of-the-art slicer application to prepare your 3D models for printing with a 3D printer. With hundreds of settings and hundreds of community-managed print profiles, Ultimaker Cura is sure to lead your next project to a success. Logging Issues For crashes and similar issues, please attach the following information: (On Windows) The log as produced by dxdiag (start -> run -> dxdiag -> save output) The Cura GUI log file, located at %APPDATA%curacura.log (Windows), or usually C:UsersAppDataRoamingcuracura.log […]
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When you’re using Python strings often in your code, you may face the need to work with them in reverse order. Python includes a few handy tools and techniques that can help you out in these situations. With them, you’ll be able to build reversed copies of existing strings quickly and efficiently. Knowing about these tools and techniques for reversing strings in Python will help you improve your proficiency as a Python developer. In this tutorial, you’ll learn how to: […]
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Abstract Question answering (QA) primarily descends from two branches of research: (1) Alan Turing’s investigation of machine intelligence at Manchester University and (2) Cyril Cleverdon’s comparison of library card catalog indices at Cranfield University. This position paper names and distinguishes these paradigms. Despite substantial overlap, subtle but significant distinctions exert an outsize influence on research. While one evaluation paradigm values creating more intelligent QA systems, the other paradigm values building QA systems that appeal to users. By better understanding the […]
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