Standing for Yet Underused Path Instruments, yupi is a set of tools designed for collecting, generating and processing trajectory data.
Main features
- Convert raw data to trajectories ... different input manners
- I/O operations with trajectories ... json and csv serializers
- Trajectory extraction from video inputs ... even with moving camera
- Artificial trajectory generation ... several models implemented
- Trajectory basic operations ... rotation, shift, scaling, ...
- Trajectory transformations ... filters, resamplers, ...
- Statistical analysis from trajectories ensembles ... turning angles histogram, velocity autocorrelation function, power spectral density, and much more ...
- Results visualization ... each statistical observable has a related plot function
- Spacial projection of trajectories ... for 2D and 3D trajectories
Installation
Current recommended installation method is via PyPI:
pip install yupi
Compatibility
- Python 3.10 or later
- Ubuntu 18.04 or later
- Windows 7 or later
- macOS 10.12.6 (Sierra) or later.
Getting Started
In the official documentation there are some resources to start using the library: Tutorials, Examples and a detailed description of the API.
Examples
Code examples (with additional multimedia resources) can be found in this repository. Additionally, in the Examples section of the documentation, you can find the same examples with additional comments and expected execution results in order to inspect the examples without actually executing them.
2 maintainers
Metadata
2 maintainers
Release files for yupi 1.0.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| yupi-1.0.2.tar.gz | 59.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| yupi-1.0.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 134.4 kB
Release files / yupi-1.0.2.tar.gz
| Download URL | yupi-1.0.2.tar.gz |
|---|---|
| Size | 59.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.7.1
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Release files / yupi-1.0.2-py3-none-any.whl
| Download URL | yupi-1.0.2-py3-none-any.whl |
|---|---|
| Size | 75.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.7.1
|
