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implementation of scheduling function utils

Project description

Scheduler Utils

Implements some scheduling functions to decay or ramp values across timestamps.

Install with: pip install scheduling_utils

To initialize and use for example a cosine scheduler, do the following:

from schedulers import CosineScheduler

start_step = 0
stop_step = 10

start_value = 5
stop_value = 20

scheduler = CosineScheduler(start_step, stop_step, start_value, stop_value)

# get values corresponding to step
for step in range(10):
    value = scheduler.step(step)

Available Schedulers at current version:

  • Linear linear-ramp linear-decay
  • Cosine cosine-ramp cosine-decay
  • LinearCosine linear-cosine

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