tsdownsample
plotly-resampler
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| tsdownsample | plotly-resampler | |
|---|---|---|
| 7 | 60 | |
| 127 | 936 | |
| 6.3% | 3.2% | |
| 6.0 | 7.8 | |
| 16 days ago | about 1 month ago | |
| Jupyter Notebook | Python | |
| MIT License | MIT License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tsdownsample
- downsampling 500M datapoints in < 0.05s
-
[P] tsdownsample: extremely fast time series downsampling for visualization
P.S.: I recently discovered a bug in the implementation (when there are large gaps in the time series ) -> PR https://github.com/predict-idlab/tsdownsample/pull/20 should fix this
- tsdownsample: Timeseries downsampling with 200-300x better performance vs. NumPy
- tsdownsample: time-series downsampling with 200-300x performance to equivalent numpy routines
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tsdownsample: extremely fast time series downsampling written in Rust
I just created an Issue for this: https://github.com/predict-idlab/tsdownsample/issues/19
plotly-resampler
- plotly-resampler: NEW Data - star count:800.0
- plotly-resampler: NEW Data - star count:760.0
- Highly scalable time series visualization in Python
-
downsampling 500M datapoints in < 0.05s
We plan to integrate this in our (already quite scalable) time series visualization library https://github.com/predict-idlab/plotly-resampler - should further increase the scalability by a factor 10 :)
What are some alternatives?
ZenithTA - A high performance python technical analysis library written in Rust and the Numpy C API.
dash - Data Apps & Dashboards for Python. No JavaScript Required.
tsai - Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
django-plotly-dash - Expose plotly dash apps as django tags
downsample - Collection of several downsampling methods for time series visualisation purposes.
trace-updater - Dash component to update a dcc.Graph its traces via callbacks
Panther - A high performance python technical analysis library written in Rust and the Numpy C API. [Moved to: https://github.com/gregyjames/ZenithTA]
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
argminmax - Efficient argmin & argmax
glue - Linked Data Visualizations Across Multiple Files
Numbers-Prophecy - An experiment to demonstrate the biases and predictability of our world.
dash-bootstrap-templates - A collection of 52 Plotly figure templates with a Bootstrap theme. Two theme switch components. Stylesheet to apply Bootstrap themes to Plotly Dash components.