Python bindings for the augurs time series library.
Project description
Python bindings to the augurs time series framework
Installation
Wheels are provided on PyPI for all major platforms. Just run:
$ pip install augurs
You'll probably want numpy as well:
$ pip install numpy
Usage
Multiple Seasonal Trend Decomposition with LOESS (MSTL) models
import augurs as aug
import numpy as np
y = np.array([1.5, 3.0, 2.5, 4.2, 2.7, 1.9, 1.0, 1.2, 0.8])
periods = [3, 4]
# Use an AutoETS trend forecaster
model = aug.MSTL.ets(periods)
model.fit(y)
out_of_sample = model.predict(10, level=0.95)
print(out_of_sample.point())
print(out_of_sample.lower())
in_sample = model.predict_in_sample(level=0.95)
# Or use your own forecaster
class CustomForecaster:
"""See docs for more details on how to implement this."""
def fit(self, y: np.ndarray):
pass
def predict(self, horizon: int, level: float | None) -> aug.Forecast:
return aug.Forecast(point=np.array([5.0, 6.0, 7.0]))
def predict_in_sample(self, level: float | None) -> aug.Forecast:
return aug.Forecast(point=y)
...
model = aug.MSTL.custom_trend(periods, aug.TrendModel(CustomForecaster()))
model.fit(y)
model.predict(10, level=0.95)
model.predict_in_sample(level=0.95)
Exponential smoothing models
import augurs as aug
import numpy as np
y = np.array([1.5, 3.0, 2.5, 4.2, 2.7, 1.9, 1.0, 1.2, 0.8])
model = aug.AutoETS(3, "ZZN")
model.fit(y)
model.predict(10, level=0.95)
Dynamic Time Warping
import augurs as aug
a = np.array([1.0, 2.0, 3.0])
b = np.array([4.0, 5.0, 6.0])
dtw = aug.Dtw()
dist = dtw.distance(a, b)
dist_matrix = dtw.distance_matrix([a, b])
More to come!
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
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Hashes for augurs-0.4.0-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | ac1a409ffa500ef582808007e8a82125c7ab775804cf0c3479f70240286d6f5a |
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MD5 | e2c8a9077ebe96fdbda11dfdbb81f4f0 |
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BLAKE2b-256 | a82dc6357aab59e60c18793fffd279cc43249f7021f5954653b38f1f4d9dcdda |
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Hashes for augurs-0.4.0-cp312-cp312-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9e2138a3c1c3daa2e745d95d40279d62aff931f3463b1ce4b829621609e10dd4 |
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MD5 | 874f37c2eece3e6535cad063c32350fb |
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BLAKE2b-256 | 41ccb1b1a23da5861e41d943f2f1a66f287b0eb47ffc5a9341954b645b6a5e71 |
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Hashes for augurs-0.4.0-cp312-cp312-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3ff173941f87b811d6768b83ad754f170246cddfa03210baeeb9dee7651f0c8a |
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MD5 | 80f16c62bb2ca72dacb65efd395a41b1 |
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BLAKE2b-256 | 8f2c46312cb40f4a5a94e214f7938bf886e0860f3ddf1ef140a605d45ed03338 |
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Hashes for augurs-0.4.0-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a81374a44f664f6f1144448cb11b6910803336f7830eeed2abdec687fc219d68 |
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MD5 | 8b9536c96c5d9b9fa6cbac15a19878e3 |
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BLAKE2b-256 | 0afd138d9c769140b292ebe8f54e116510adc2ae98f7ad7eaa4e6a35b9896439 |
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Hashes for augurs-0.4.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1acdb24b39ccc86c370351008cb91274c8c50615d4aa62529502dc2ac6d8bc11 |
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MD5 | d406f847cf79312c1a657e2e94f972f8 |
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BLAKE2b-256 | 01b21dce994bca4a616ec7f01b37c6a0783a54f1d49daf83f285db82083312cd |
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Hashes for augurs-0.4.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ae1cd2ca02856c681280551ba4ed1bce85c5411055468ceb468324e9ed33036f |
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MD5 | 0068dc5fcc3544ad3a324bebf126baba |
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BLAKE2b-256 | 2747a4dccb93b0644060d789b1202db3a9db2c6d3e8b89454c17ae7a68f68d02 |
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Hashes for augurs-0.4.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 003a254654f9f27776d8c0609927550dfe62b91ec1b522adbb8ed0d05dccb5d9 |
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MD5 | a27abe96298e6ced67b87f7677ab35d3 |
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BLAKE2b-256 | 91ba02353f26468b06b76957044ee16e38191ce04ecb1ba27513c6ce147bf253 |
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Hashes for augurs-0.4.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3f7f1e5829e7157937226c2fed27fb758d4303335ec7f15016f78aae0c41bf1d |
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MD5 | 2ccec16f02239837ef78e4216da3e0d3 |
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BLAKE2b-256 | 89b91bfe38634d955813eac0e0a1e45da994b19fe0f11635d4fcc30a748057e2 |
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Hashes for augurs-0.4.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 91f436fa92f823bafe9f060b129271107905f3f937612893c26cc36b2dcaf85d |
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MD5 | 049f581c9b53f818209184bfa8b0deb6 |
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BLAKE2b-256 | 5522bca785e852bcfade8bea50539a47c0de11126529e8bd48b42757ceef3da0 |
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Hashes for augurs-0.4.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2b6097b73ac48568013af27df28b0a055ead47e4aacb347ce0d1af579e8aff84 |
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MD5 | e29513004e06df1be742f312761c5874 |
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BLAKE2b-256 | 15c919c7b72a68ab93cf9360ac35be0fcc033b2e21734b2fe9498798351a845f |
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Hashes for augurs-0.4.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f5fb4e48f016c7300614c8d5d444c3d687b52d2591f28a0af64b6e3de743d6fe |
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MD5 | 044946a3767fd7bc6c6be6beda29bdb7 |
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BLAKE2b-256 | 3fb066ec3b0fbf29b4b231b06c0c650d68896613fa320669d1470f8f82a6eff8 |
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Hashes for augurs-0.4.0-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9c45b82822315aea08fc7145adf649e54dc68067cf3120222736707009284630 |
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MD5 | 2067800644cd5df8aca6cdb0f32a5e07 |
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BLAKE2b-256 | 93deecf7a49654245157a2b07ec7de65f007943ccd2451fe955f054e4a0587da |
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Hashes for augurs-0.4.0-cp311-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 254ef9c93a449e897ab90ecebecf9fa137c3fdabe7423cb3fe3d7b9ca66e153e |
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MD5 | c8236c2ff5a8d7b0e4c62744dca60357 |
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BLAKE2b-256 | bd7d899fc0c80af5f0d4084e6cdd0cd3cee5aa7039a4bd5fb35bf1918d2221ea |
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Hashes for augurs-0.4.0-cp311-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7ee54562a72197fc275afef2e2925fd7168d32268087752d2aee660f5ff5e5db |
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MD5 | c9b7f17c641fb5d690956639a07265d3 |
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BLAKE2b-256 | 462e4498fbb62c9bcc60037858e7c6a5cad1c905952d7b851094006171605dee |
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Hashes for augurs-0.4.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7c61b6604290fcbb419efa770fb1d5e937f525282ec9234f987094a33ad1ac8c |
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MD5 | 00d9d5d52f5bcf78bbe26dceb166a254 |
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BLAKE2b-256 | f1317a1eff4b0b20e7ae7c2c816fc8033bc4772f42cf498cd49c22b9d2784f42 |
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Hashes for augurs-0.4.0-cp311-cp311-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 33deaafc377516a81f4046858e9f84866bdfe372527a99a5ea16f26a284f15bd |
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MD5 | 16c17808cbbc4545def8fb9a60ac48d6 |
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BLAKE2b-256 | c9ed1c3efe599d058c1acb55157e473fd9706010c9d68b55be62eaa6246d03f2 |
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Hashes for augurs-0.4.0-cp311-cp311-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9102b9bc6fcf489f2907c0553ce37540c4a6e1e910fe1e4ce03be0823aed1674 |
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MD5 | ed3126bf1b2764bc268871529994c6d4 |
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BLAKE2b-256 | 7321fecd9223533ae3bc33ca6df264ec5ac945d88c3539de110ebba799cb6240 |
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Hashes for augurs-0.4.0-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c71b375ff2173310fdb2d28a5097b4ace18518223f6c4457d9d209aff989df72 |
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MD5 | a2b49c2fb3ed880eac762b56e8bf121d |
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BLAKE2b-256 | cb604a922d2542586eac875e382a680f1d4f0a54ba91f6ad73c22ba8db0391f4 |
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Hashes for augurs-0.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2bc43effe2e927e68d1e5ca747d99c2b827478e328a2ce8f12cd67af1efc0d13 |
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MD5 | 32d9e14c555c15dcaa17d28ebbaad74d |
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BLAKE2b-256 | 2517ae40c3178b0285c43bb6adb39fb5ba3cf5bf9de028296e64b01fa17f4f7e |
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Hashes for augurs-0.4.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9f6c476a3b3848ac3b7b1e15177d2498e3236aed18b57d7c3cd54ce2eb1f1726 |
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MD5 | efa01b615d3f6a1d7b078afe37d5c4eb |
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BLAKE2b-256 | 354a94efa9215e55a14356474b45dcad382abfc5a489e06d39dcfda7a4c63556 |
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Hashes for augurs-0.4.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0ee8d65dafa9145db4785ee154425c9905297da409f08b5be5c85350036bfeb0 |
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MD5 | f522f3d72b327a07743651c5b749d718 |
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BLAKE2b-256 | 73017a77df03fccd85de1447a749d437bbf911c1f1ab59c4e052ed27b4235ec0 |
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Hashes for augurs-0.4.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dd235a90ff04a3aa4a2cb25c0a7d0f8fe8626b60ceb2310ced37334054719519 |
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MD5 | 565c9f98eb8c5c8dfcdc2585c275faab |
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BLAKE2b-256 | e2a8eb3e4cc232540fe978a76b083518fefd881c0c6e1abdec116cd96cc9967f |
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Hashes for augurs-0.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8e41815688716a4edb8ad6f1d76c55a4b0b6f196e159ef517a1cb60e20de72ec |
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MD5 | cd03cb6e40dbe917f53a8ed6b46c2b59 |
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BLAKE2b-256 | c101c1f5a1bee6ee8d945f56957c7cc40397ebb12c4ae3278b560d5bf53de4fc |
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Hashes for augurs-0.4.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bf535769627421208cd2f87f7306c41412a6bcecb65e5803be5eec342a154445 |
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MD5 | f0032341a357554c33d01b4646e0d914 |
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BLAKE2b-256 | 1f98e82fc2bfda59451650a444a833ede77cc66d00fa4049b0974d8d2e97312d |
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Hashes for augurs-0.4.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 40daf6728bbd8fdff0657d201a0041dab7c0c7d8e108e4f1aec0c51bca582015 |
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MD5 | 15b5518659c97cbb6fdfd5bc93e90a11 |
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BLAKE2b-256 | 0acc568aea35f6721539514f825d80573cf7f85d81f563420ade4af8f856d717 |
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Hashes for augurs-0.4.0-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 829b45e0110921bfc06b9c4b7b622272488da16ef0b8b99c5a6b6c03ca3ef064 |
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MD5 | 6db31d7592c8ea223c27bd7feb66063b |
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BLAKE2b-256 | 54a00d081c1e2c21ccba8cc186040629993b60a2d1be440785e58cf1a18a9475 |
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Hashes for augurs-0.4.0-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d00ed589ed2555e9f46c2bb70270a36c5209f0697c4d57427c8b20c1715ee898 |
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MD5 | cd7131496c8f8b1ccdd879c0ed2f5a6f |
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BLAKE2b-256 | 2ff2c2634234d498a4283ccbda005a4221341b2c139434700992f212d9d1d8bc |
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Hashes for augurs-0.4.0-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a1b853106b359afca12be4741b66cea741793b3c0f5ff0aea08f9d931d2b1037 |
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MD5 | 600369504f5e1ab82b3b758f96943b46 |
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BLAKE2b-256 | c62057cf296b125b03529ef2898628a8c21dba0ccbefd538b2c53f36b61de668 |
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Hashes for augurs-0.4.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 28ba8de4e88901c1c2c874cf2de48bfa0d66220676422ea6f35cc4c153ad2f86 |
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MD5 | 482b4d86f2a37f61fe6ca6f811f77c72 |
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BLAKE2b-256 | d9f6680ff5952e7cf61603b6496cf32086a150506150c8d001e37d2841a3a730 |
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Hashes for augurs-0.4.0-cp310-cp310-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d3a75ec035f16f996b6219f5352b44e4c87f2e7e0304ea58f603f68551e0c5f3 |
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MD5 | 154c55c03b2e00fe97680460995c70c0 |
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BLAKE2b-256 | 5a4a5a36ecf30b055575812c4aa1183ce2b7b1504786632253f01b9c34f96185 |
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Hashes for augurs-0.4.0-cp310-cp310-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b15278afd4b1d8c5785498d992b3a6b5374e44b4ff545520a057855b1f634205 |
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MD5 | 496a9049e2d4ab60096ea1fd74932b7a |
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BLAKE2b-256 | 71c474a5ae2ce38596d18965dd8d980ae7a1bcab0e4e11e8f4c9504b79a044d9 |
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Hashes for augurs-0.4.0-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5a65e3afae2f1921a2e46ab4d2f3261f8fc72e33f0a61dc05cec4895acfd73f9 |
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MD5 | d7352dc73e1925100c4e2eb143e342bb |
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BLAKE2b-256 | 9fc9390cdec1b50b2b1bcdbf8f721c98b852af1575b7ea2ad8e96d6ff00002b9 |
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Hashes for augurs-0.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0cce036f37920ab3a36a27b400f0e3c81221c1a03254251e565da2e93937a735 |
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MD5 | ead505f2ae4c7856edd69a4fd6c85e2d |
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BLAKE2b-256 | c9a1d3754666e51ff792b9c3e293802a1a3b38323081f40a61227b974707d17e |
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Hashes for augurs-0.4.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a86cf0c1830d0f8e65d755135ab4e156b5d4f2d38decee5dfc9e0c2ed875612a |
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MD5 | a3de0bc1b06f48ccdec34dfad35d7c57 |
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BLAKE2b-256 | f40f429ba4ddd0989dc9a57bf3f8b6f389ac761d17ce87a5a35ee0bae3840e8d |
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Hashes for augurs-0.4.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f23bf85bd317cf9c43a65843efcf017fe9ccce19fb037f0b3efdb7daf528c511 |
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MD5 | 01273cd8989b830d27d2fbbb55217aa5 |
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BLAKE2b-256 | 6072fc6ed334aadf7d3528e0746ad6c7f52225d84759c4d2e5c460db06bbadb6 |
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Hashes for augurs-0.4.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e4054a7f895fe1ff0b3f09c4f5af6caccad8942c89fce6a98ec7fb72fa029def |
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MD5 | 74ce32cb94ed4889b192e5c7f1c3d1ba |
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BLAKE2b-256 | 17dfb9f53bcfcf65805435b27c9b6bb489560b1fc4a045bc5358c77d6a593bca |
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Hashes for augurs-0.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b1eb740da5076b4bd98e0821bebf2b699d210e6801fc3953a830f88a45e5f3f3 |
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MD5 | bcb63b96e700693abc7137178f305de1 |
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BLAKE2b-256 | 2fd3adbc9eb98efb62a35e9cd908800f27f6464a5511178c4abd5dc7a2b54ec8 |
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Hashes for augurs-0.4.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c17d07e7cf7a2ee68f8bf3e1753d81e48032fd98e779d5cec455076842184c89 |
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MD5 | afbe0babb77981c0553417615db8fae8 |
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BLAKE2b-256 | 62032fd9a4eae650154e10292952c63a26c0019fd7908cac47922c0c839a2adb |
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Hashes for augurs-0.4.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ea8832d5b481158b80f516285c413b1e95c1d87b59ef41ef5dbbb5936f89a13d |
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MD5 | b80f5c01546262000840d9b1387aafcb |
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BLAKE2b-256 | 99cf6c7a39db37f514612e07186433197652adc4948998a3223c3f047d9ab25f |
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Hashes for augurs-0.4.0-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d1f7bbb83d246caef8321f325d9f3de40fb17bc5278fa97f3b5e6e131cbb1c1d |
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MD5 | 488f90576f83475a51ba7f22033aac70 |
|
BLAKE2b-256 | 3563313ca37142bbde8ee529a9ac1bd3e6ec82d9e4bc547869882628d21a82ea |
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Hashes for augurs-0.4.0-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4992094518c3b9eac95763c6c46f8ca73eee34a6a68ab773a54cb4c330f0ce7e |
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MD5 | 17f2a1a5f31e9be4fd912260ecf814c6 |
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BLAKE2b-256 | 78b59759c698322f006eac2fec631261205377a3212f91708d5d575b97cb2e7d |
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Hashes for augurs-0.4.0-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d7d669372145d1121a197257190e6be4cae23662e445a50fdc586bb3769055a2 |
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MD5 | c7b93f450e0c7412728c63fa158b873b |
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BLAKE2b-256 | 803339d27f8ddca4857900f8d8120b94b0c16850d9de1203be09dfd2cb8509fc |
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Hashes for augurs-0.4.0-cp39-cp39-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3e7fabf2cdac06217e95595645af318a9c1092153c32e73474d25587933efdde |
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MD5 | e0eb0ca5617d9b4d9a69c510d383ebd6 |
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BLAKE2b-256 | fc9f94034c63e49f89367717c0296511daa1de2f6948bd88f0c5d855e8ba4b9d |
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Hashes for augurs-0.4.0-cp39-cp39-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6b92df470ff668a15fa6b4b70aa80dca4d7eb050e73fa900c3ab051e559b9e4b |
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MD5 | 54a198145814bc615084d4d230fda453 |
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BLAKE2b-256 | 2eee2ed060576967e70b72cecd58e7a33911f671f8e37db5c527a87502612d64 |
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Hashes for augurs-0.4.0-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c6b8e8e16a18b8440d6f38079fd3473cc54315b8a341b61e1d75e6e839c536c8 |
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MD5 | ee30bb40717c162ab9154c11e6de1bcd |
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BLAKE2b-256 | a861dc678b9e6b90a469c0a74fa28179aaf520cb0d1a7395765132622881c410 |
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Hashes for augurs-0.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 708d5d224ea98e162a01c56e5c48bcae1ef13e004e463d69f826de265764e2d9 |
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MD5 | a1fe3b75a5bddeca2c84a332de79ff65 |
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BLAKE2b-256 | 39f904c3939f089323182084b6701964e97d4c0f901010a4f21dbb53cb1272bc |
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Hashes for augurs-0.4.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2c354fc39928426d4f5ece3166cd94932beb8c6a891382c05adc2ab7cd4c4af1 |
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MD5 | 727dda2f51cfb7642abb0a98f67711b6 |
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BLAKE2b-256 | 1dea7479905f1973b2fa9473e3eb672d0594127c4ed4505ce340879abd4fcd7d |
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Hashes for augurs-0.4.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1c900dfa27abb51b23911126f7fc6dd9bb252f4afedf126c692cfcf1e6bf9dc7 |
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MD5 | be97c93a3915f56d83123009cc71b4b5 |
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BLAKE2b-256 | cfba41a2fa9a68f8c79743dc57ed7c42d5975f4a2e9a298f2ecd2de67fb55fec |
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Hashes for augurs-0.4.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b6df6ee5e375b43e52c71cba6c0ca073f622f1d618e2543bd225da19027df0d3 |
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MD5 | 1df8bf2364e8def95fadcc6c05b4820f |
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BLAKE2b-256 | 08f7dd7b9487bfe8797bfa582a516dfb43fdcb0c79ff9f0dd246d43ffccc88c4 |
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Hashes for augurs-0.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4842d3a511e94eda0e1892704ae5e885a13a2cc5f7c68dfee408bfe8276a7961 |
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MD5 | 3b13bb173c27bf0b52e2252f1778ef68 |
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BLAKE2b-256 | afad1ac6b008e82888ae511fb4fa2f9f9be76346074a7639f9ef87ec8d1b8e1c |
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Hashes for augurs-0.4.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a547c3c51efa2b99a586977972ef82373065926758262f0755f86e597a6eea3d |
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MD5 | 584391de5040ed51ee82b66843b55490 |
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BLAKE2b-256 | 99a8f8403d92df336419604ebff896502c76e0a3e414cd866851e4c0bc0963fc |
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Hashes for augurs-0.4.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 11b763350ae0f3d4870b505d2162bdbc3138a10e4ba6af938f9a42aecec71f72 |
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MD5 | db9c754b8f18b7af942a9f150b56d5b9 |
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BLAKE2b-256 | 2a1637154786b54273252a9d46b116ef002c58831579745bbba08440b136c872 |
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Hashes for augurs-0.4.0-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2e94b1c7dd046ebe0a5fe87c1798c8dfcfd8b08abc8625f03659da446469ddd5 |
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MD5 | 20b0fbbee9bf13b7100be82590040034 |
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BLAKE2b-256 | a9364dd669f17f12826e15b6ac1f8d3eaec17c822ba1e90fcc867f196379ca1a |
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Hashes for augurs-0.4.0-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7d4e495c5c08910340070b00a324aa98c0de34744b1eccaa61f268f76e3a8152 |
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MD5 | 0d4328cfad018e2b304c9d6b0fe235c9 |
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BLAKE2b-256 | 34d0698ff6d2bb6e2b5c34abaa62ff61d3b9d8479db1b82bd4740d751410c649 |
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Hashes for augurs-0.4.0-cp38-cp38-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 297551d7ae528b6f540c9263c0a6e35cc5c745806e69991a0701bbf9256f1692 |
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MD5 | cd2358b9428970e39c3b158b6e1d4e53 |
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BLAKE2b-256 | 2eacf3dacd466429ac5571a70f5f91ddccf4a4440b283e677f8214eed1b3ba91 |
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Hashes for augurs-0.4.0-cp38-cp38-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6a16c739431b8e36878e21ecb9258ce51d8994fb5f1faf9a7d607350b7e29041 |
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MD5 | b92fec4b16203a32cdbcbb8b128aceca |
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BLAKE2b-256 | a7d19303b439d5078b288800df70c6f7cb0a993559d8b6d09d0ee0deab0955b1 |
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Hashes for augurs-0.4.0-cp38-cp38-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b6890ec71d94b3283be87a625cd54123e1efaee5f00650378d43af468d1e6e25 |
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MD5 | f7217c7fb930fe6fba2053fa463bc71f |
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BLAKE2b-256 | 77c171bc534d513b9d4d31bc4251e8e11ab317a5dad6bdfd435cf4f4cf0ae017 |
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Hashes for augurs-0.4.0-cp38-cp38-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4bb6942cf133b08de4a6af440456a02dd12297dbc5f200d1c8390310a3741420 |
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MD5 | f577616cabdbb96022c5321083994c6d |
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BLAKE2b-256 | 407d3656ce9286781d58063b8859073b0326edd413b33d46cdb925d8809abf58 |
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Hashes for augurs-0.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9f87ec351c26930d8e34ef5a9bbaf20b8e9830b7851cd2e69902c4068d8c2bf7 |
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MD5 | 8df9c82f791fa1b0951b4f4903c03326 |
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BLAKE2b-256 | e0c424ded5bff3b399a6a94078586f338687f42ec44cb2ade677feb71966738d |
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Hashes for augurs-0.4.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 23a46bd784c4d7c071d07852006a824984297086e547d91a63cb6f1dd39e288e |
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MD5 | e3cde5f1aa4dd2fe5281cc4807e41477 |
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BLAKE2b-256 | ecda389c129d38335565d87b43d985fa9d548ae7d1c92c053e7c6f0791185d8f |
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Hashes for augurs-0.4.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5689feaf7595aa6596035937827d31ed8ccb3915a417b63dc07b6433a47c04ac |
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MD5 | fdd8435ab6a2f0cf52d09703e24791ae |
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BLAKE2b-256 | f4d88ae606b6dd4317a5c18932b81c62a8219a80d820af58fd88a3b3f7360488 |
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Hashes for augurs-0.4.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aab1cf2eae6953664301fd0319660f0c71fb0c8743d46e418fe5997b191788cf |
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MD5 | 7d245a65b36aa66bda75839e079481c3 |
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BLAKE2b-256 | d355a140e21e47b243cc35ee56e625426836ef166c336ab1182f2e20a1de0142 |
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Hashes for augurs-0.4.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cd90901e7c31b49490671d8c7ce63be799111e41a88719fb3d47d16408325886 |
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MD5 | 3da98ceba8831c3c9e31bccbf1f73f31 |
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BLAKE2b-256 | 3e39e5576e4e17747c6b1b498331d435c2b52d3c7af50ae10a4bd540a7d23beb |
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Hashes for augurs-0.4.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b66ed8d5997fa99533daec01f99be132fa311fd9d63ec1e1a8c7e24215ecc0cd |
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MD5 | 3d10074b8dcb6c21b99f0e52c6d71c95 |
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BLAKE2b-256 | 1790bcd1dbc4f67e0844b29f4f416932b33dd28fed2aba2d9a144685fb32fa93 |
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Hashes for augurs-0.4.0-cp37-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1f82bdc73f93984efcbbe05b9c16d4be0ceab380447f61293abe2b83d6bc4416 |
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MD5 | 56b7347f8df01540bacefd78ece54d08 |
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BLAKE2b-256 | f9895fcdf589e3e38ba849bdd5697ce8c73183c18847017ce70b1367189737cc |
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Hashes for augurs-0.4.0-cp37-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6146b9c93af20c88b1642ad264fff63b6b3ec05cdd9e198e28c08478110ae3d7 |
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MD5 | a1d014b99867d0fbcdd6ed431df3c825 |
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BLAKE2b-256 | c4c417f874f624649a58f414662c4b03fc3000e6ed051f01915906203cbb5233 |
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Hashes for augurs-0.4.0-cp37-cp37m-musllinux_1_2_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 152d27b5cbc6abc26977024ffcb563516bd4b4a741e0f824a5b5f061b1b63554 |
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MD5 | fcadb155237bdf7a1f9bc0fa4097a447 |
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BLAKE2b-256 | e91a75817a6badd0903068da848c0432d4c0507c736a486b91c53693670e9f42 |
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Hashes for augurs-0.4.0-cp37-cp37m-musllinux_1_2_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4a5bac07e9599f48af7fb5ecbe1011a2d008abe9f5c3f336ad8dd60819d6e887 |
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MD5 | 08a3c9d5f7f754db83bc1d98da4ea1ab |
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BLAKE2b-256 | e2b410f689e0899a35e4f35a6f54bcccdb9c99ea9dde7e0c6b2015eda3875be1 |
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Hashes for augurs-0.4.0-cp37-cp37m-musllinux_1_2_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b0aff26b37a959f5d418664051bd22ae1f06348a751fb3bd0112eb0b0d36ba7e |
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MD5 | ebbf9b41ae131b02a34aeb7719e155dc |
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BLAKE2b-256 | c89132a5043736a6c417a6dad35838c59665ca5e4be4137a12d7f41dc94cc034 |
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Hashes for augurs-0.4.0-cp37-cp37m-musllinux_1_2_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 748d19b43014278cb1a568a6dd31f6360f793a3bc9d6a5c8bea9cddcd63d15f0 |
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MD5 | a486a9e8ab62b295188f341d8c58ed37 |
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BLAKE2b-256 | e855aa6e91e9a46ee4aa4ac488163a33e0821606753199bf92b4b271aef1db37 |
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Hashes for augurs-0.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fbd7a5727e13c17b08c67819d6bf0862a15d18e910b6df8f37bae6d0aae52ab0 |
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MD5 | ac8621055cdca9b4413f6f7a47245f5a |
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BLAKE2b-256 | 9beab8bc687d66370d99bdff33ded980c65c095e0a034457ede9b89a98429aec |
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Hashes for augurs-0.4.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 514266ada2fe37873f281ebbdcdc3b9d578e38db924910d69faadb06943d7d48 |
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MD5 | 01c2273f3db12f6c3f7e1995c55c65bb |
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BLAKE2b-256 | 5b185f768983cee18a5b8b56d67dc4f27e5c7a1ddb8049fa525c91667be0bbaf |
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Hashes for augurs-0.4.0-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 105826d439d91a97a9b6c4d05668a22ab992ca05433c7a51289e010bbace4049 |
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MD5 | 9677d902dc1b796032cf2795e852c019 |
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BLAKE2b-256 | 0462c98115e51583138171938a3818968ea069e549ef3dd5a52c78598ca52b2b |
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Hashes for augurs-0.4.0-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a3296ef5d9fc026df6072df2c361f044d1b45e45289949dac1ee276f24a0ca00 |
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MD5 | e3bc95b9daea9dde367081ed89a457b7 |
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BLAKE2b-256 | d99acef1f38e58700b6e416e088a8ad21fc4733121dfe4763e28f844402b299c |
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Hashes for augurs-0.4.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 44303f93e5ca09c1419385b6e56c5fae800c5ea9de5e222c8674df91520cb2ef |
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MD5 | 69252be72cb9cc95cdd439fe5ba75fa0 |
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BLAKE2b-256 | 16412e8697274075e4fb6a580e7d7c30bb9a0e05fb6f0cd3e2462aba00039605 |
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Hashes for augurs-0.4.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6b05909f542015d7f798f7e6be946fd3cfbf20cc989d32a872246caaa945e42f |
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MD5 | 582464f9f088ff40d05001d9aa90c12a |
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BLAKE2b-256 | 02468e13afe28e5f1c446440e74080820caf9ae99610ae04a54597e22fb98a0a |