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tsqsim
Time Series Quick Simulator - able to perform time series analysis and to setup validation experiments.
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python-isthmuslib
Convenience utils for plotting, styling, and manipulating high-dimensional vectors. `pip install isthmuslib`
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
For the whole month I’ve worked on being able to deliver the first public version of my Time Series Quick Simulator (dubbed "tsqsim"), that aims to support the Monero Research Lab in detecting and predicting transaction patterns, however the Researchers want to use them at a given time. The goal has been achieved and you can use the quite simple instructions written here, to see the first public version in action (so far Debian / Ubuntu 20.04 only):
My published work has also inspired u/isthmus to publish his tools, which deal with various ways of plotting data. Our tools will supplement each other greatly, as my tooling with its limited plotting capabilities serves more as a stress-testing tool for an idea, that has already been conceptualized with tools like that of isthmus'. We have already conceptualized a near-future inter-operation of our tools, using flexible input format descriptors. All the rest is generic enough.