Strym

Latest version: v0.4.22

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0.1.2

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- A function to resample non-uniformly sampled timeseries to uniformly sampled timeseries data
- A function to differentiate timeseries data based on spline derivative method
- A function to denoise timeseries data based on moving average
- A function to perform temporal-splitting of timeseries dataframe
- A function to return centroid of a phase-space cluster
- A function to calculate average distance of a phase-space cluster from its centroid
- Plotting utility for temporal violin plot
- Can retrieve a timeseries message by given message ID/signal ID or message name/signal name

0.1.1

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- class :code:`strymread`
- Get the message count
- Functions to retrieve yaw, acceleration, steer torque, steer rate, steering angle, steering fraction, wheel speeds, longitudinal and laternal measurements from Radar traces
- Get datarate statistics from CAN data
- Plot trajectory of driving based on Kinematic model
- timeseries-sync of two timeseries data of different and non-uniform sampling period
- Off-the-shelf integration function for timeseries data
- Function to analyze data rate throughput of a particular message.
- Visualize data distributionb through violin plot

0.1

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- Added a new class :code:`strymread`
- Added basic functionality to Parse CSV-formatted CAN data captured usin comma.ai Panda and Giraffe connector.
- Plot timeseries data by message name

unreleased
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* Real-time capturing and visualization of CAN data using comma.ai Panda and Giraffe connector.

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