test: add unit tests for configs, torch layers, utils, and base utils
Apply changes from PR #394 by @cj-wong: - tests/__init__.py: package marker - tests/test_base_utils.py: strip_leading_nans + linear_interpolation tests - tests/test_configs.py: frozen dataclass, defaults, replace, equality tests - tests/test_torch_layers.py: ResidualBlock, RMSNorm, RandomFourierFeatures - tests/test_torch_utils.py: update_running_stats, revin, DecodeCache tests
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# Tests for TimesFM.
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