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
...source stuff. RAP is more than writing clean code To the person that wrote that RAP is a redefinition of documenting your code so that another person can read it,...
Access to Work - Service Assessment
...in place. Ensuring that assisted digital support is free to users. Developing plans for increasing digital take up and an appropriate plan to phase out non-digital channels in the longer...
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
...and the face to face support available through DVSA’s 'Change agents'. It was good to hear how the team have actually pared down other activities to free up face-to-face support...
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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