James Nordlund jamesnordlund
davidbau
/ runningstats.py
Last active
June 10, 2024 21:43
Running stats objects for pytorch: mean, variance, covariance, second-moment, quantiles, topk, and combinations.
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| ''' | |
| To use a runningstats object, | |
| 1. Create the the desired stat object, e.g., `m = Mean()` | |
| 2. Feed it batches via the add method, e.g., `m.add(batch)` | |
| 3. Repeat step 2 any number of times. | |
| 4. Read out the statistic of interest, e.g., `m.mean()` | |
| Built-in runningstats objects include: |