Time Series Analysis
Random Convolutional Kernel Transform
Introduced by Dempster et al. in ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernelsLinear classifier using random convolutional kernels applied to time series.
Source: ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernelsPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Time Series Classification | 19 | 23.17% |
| Time Series Analysis | 17 | 20.73% |
| Collision Avoidance | 4 | 4.88% |
| Uncertainty Quantification | 3 | 3.66% |
| Classification | 3 | 3.66% |
| Management | 3 | 3.66% |
| General Classification | 3 | 3.66% |
| BIG-bench Machine Learning | 3 | 3.66% |
| Decision Making | 2 | 2.44% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
