govcookiecutter: A template for data science projects
...tests for your code. Instead of spending time configuring your test suite, we have set up the pytest framework for you, as well as coverage.py for code coverage, so you...
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Apply for a Budgeting Loan - Service Assessment
...code open and reusable, and publish it under appropriate licences (or provide a convincing explanation as to why this cannot be done for specific subsets of the source code). The...
Vehicle Management - Service Assessment
...code available as open source. One recommendation for the future is to continue to clearly separate out secure code and patterns from the wider code base to allow more code...
Registered Traveller - Service Assessment
...having been done, as well as reasons for the service not having published the code yet, and plans in place to publish code over the coming months. The service manager...
Software engineering in analysis? See what happens next!
Posted by:
Alexander Newton - Good Practice Data Scientist, ONS, Posted on:
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Categories:
Reproducible Analytical Pipelines, Spreadsheets, Statistics
...of course, but analysis as code is a better place to start. We shy away from proprietary tools because we feel that users should be able to inspect our working...
Access to Work - Service Assessment
...start to researching user needs for support, particularly through relevant third parties, and they plan to start testing face-to-face support with a charity in private beta. The team has thought...
Synthetic data: Unlocking the power of data and skills for machine learning
Posted by:
Karen Walker - Principal Data Scientist, DSTL, Posted on:
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Categories:
Data insights, Data science, Machine learning
...However, this becomes more complex when we start to consider interactions between fields, or different types of data such as free text and GPS locations. An example of the type...
Government Data Science community meetup, May 2020
Posted by:
Hillary Juma - Data Science Community Manager, ONS and James Charlton - Data Science Community Manager, GDS, Posted on:
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Categories:
Data insights, Data science, Events, Machine learning, People and Skills
...structured clinical data. Deep learning methods, such as long short-term memory (LSTM)-based models, were applied to analyse free text data. App users can input symptoms and patient characteristics to find...
MOT Testing - Service Assessment
...would be if live, for testing during the public beta. The team have clear plans to test all routes of support during beta, including those currently provided by third parties...
Money to Prisoners - Service Assessment
...code from the Alpha so that other people could learn from it and that the team had a clear policy of open by default for the beta code, with a...
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