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This commit is contained in:
D-X-Y
2021-04-26 06:16:08 -07:00
parent e1818694a4
commit 8358d71cdf
4 changed files with 76 additions and 31 deletions
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10
lib/datasets/synthetic_example.py
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@@ -2,21 +2,23 @@
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2021.04 #
#####################################################
from .math_base_funcs import DynamicQuadraticFunc
from .math_adv_funcs import DynamicQuadraticFunc
from .math_adv_funcs import ConstantFunc, ComposedSinFunc
from .synthetic_env import SyntheticDEnv
def create_example_v1(timestamps=50, num_per_task=5000):
def create_example_v1(
timestamp_config=dict(num=100, min_timestamp=0.0, max_timestamp=1.0),
num_per_task=5000,
):
mean_generator = ComposedSinFunc()
std_generator = ComposedSinFunc(min_amplitude=0.5, max_amplitude=0.5)
std_generator.set_transform(lambda x: x + 1)
dynamic_env = SyntheticDEnv(
[mean_generator],
[[std_generator]],
num_per_task=num_per_task,
time_stamp_config=dict(num=timestamps),
timestamp_config=timestamp_config,
)
function = DynamicQuadraticFunc()