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import jax | |
import jax.numpy as jnp | |
def ou_process(key, steps, dt, mu, tau, sigma): | |
""" Generate an Ornstein-Uhlenbeck process sample. """ | |
ou_init = jnp.zeros((steps + 1, )) | |
noise = jax.random.normal(key, (steps,)) | |
def ou_step(t, val): | |
dx = (-(val[t-1]-mu)/tau * dt | |
+ sigma*jnp.sqrt(2/tau)* |
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# -*- coding: utf-8 -*- | |
'''recorder.py | |
Provides WAV recording functionality via two approaches: | |
Blocking mode (record for a set duration): | |
>>> rec = Recorder(channels=2) | |
>>> with rec.open('blocking.wav', 'wb') as recfile: | |
... recfile.record(duration=5.0) | |
Non-blocking mode (start and stop recording): |