AutoTS

View on PyPIReverse Dependencies (1)

0.6.11 autots-0.6.11-py3-none-any.whl

Wheel Details

Project: AutoTS
Version: 0.6.11
Filename: autots-0.6.11-py3-none-any.whl
Download: [link]
Size: 830174
MD5: 4c6deafe5735fd373fc1c8375040a444
SHA256: 110787a19e681df406f82dc5b2dae8e2836fd3a46082cf6e141b1f8e69a45f44
Uploaded: 2024-04-08 13:12:39 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: autots
Version: 0.6.11
Summary: Automated Time Series Forecasting
Author: Colin Catlin
Author-Email: Colin Catlin <colin.catlin[at]gmail.com>
Home-Page: https://github.com/winedarksea/AutoTS
Project-Url: Homepage, https://github.com/winedarksea/AutoTS
Project-Url: Bug Tracker, https://github.com/winedarksea/AutoTS/issues
License: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Requires-Dist: numpy (>=1.14.6)
Requires-Dist: pandas (>=0.25.0)
Requires-Dist: statsmodels (>=0.10.0)
Requires-Dist: scikit-learn (>=0.20.0)
Requires-Dist: holidays (>=0.9); extra == "additional"
Requires-Dist: prophet (>=0.4.0); extra == "additional"
Requires-Dist: fredapi; extra == "additional"
Requires-Dist: tensorflow; extra == "additional"
Requires-Dist: xgboost (>=1.6); extra == "additional"
Requires-Dist: lightgbm; extra == "additional"
Requires-Dist: joblib; extra == "additional"
Requires-Dist: scipy; extra == "additional"
Requires-Dist: arch; extra == "additional"
Requires-Dist: numexpr; extra == "additional"
Requires-Dist: bottleneck; extra == "additional"
Requires-Dist: yfinance; extra == "additional"
Requires-Dist: pytrends; extra == "additional"
Requires-Dist: matplotlib; extra == "additional"
Requires-Dist: requests; extra == "additional"
Requires-Dist: seaborn; extra == "additional"
Provides-Extra: additional
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 8846 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.43.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
autots/__init__.py sha256=UOHz3BglTkixRJOEEMf_5G2v6GW34jK8oqyddrU21Ac 1469
autots/datasets/__init__.py sha256=8DcEy4XdaYM1c72edB6C4zuWVS-LlcPF30pFYv4AsJk 537
autots/datasets/_base.py sha256=i_mdyyfpX0VDXYUsYVv8t1jZDg0ywK81JqomGhuE384 38642
autots/datasets/fred.py sha256=jXf9N_SdKo36rlUmHRevy6GrE55_fVFf5s4igyP4M24 3379
autots/datasets/data/covid_daily.zip sha256=tsXNa6DHeqaApRHXMzAOy7aIDxzVkxPYQlOktfqhIhI 4527
autots/datasets/data/eia_weekly.zip sha256=huZYWCCcOy2K2id92SKKIYjAWS5sQ7_8t1DHrox8MDs 81380
autots/datasets/data/fred_monthly.zip sha256=q3ObpeKWF06MIqSWLEv4d4cK5_2gWZo2nQ2W2rW5ZKY 27440
autots/datasets/data/fred_yearly.zip sha256=yEgZg0T6rAOBrDoWQjePWTRt3np3WT9VVLDg25DSvgY 5553
autots/datasets/data/holidays.zip sha256=tpCCto1KQO-LTaS8ghKUWpuG9rhfcsPB85CH_FAy94I 149549
autots/datasets/data/traffic_hourly.zip sha256=cUFsbFrfHjIsOpSDxw6kTbvKxO89R6o0bXY7d0ePNa0 158529
autots/evaluator/__init__.py sha256=msGAA9PqmLtsX3oXdhwCeZaFAYOpMa9TmUWhBog5smc 28
autots/evaluator/anomaly_detector.py sha256=PM2XSqa3WE__qsdVt6Q4fVpGfSwwK4Fw0B_cZPpV7Fc 17635
autots/evaluator/auto_model.py sha256=9PDCtSjzQ0pprqvRLc_VAsFC-16gOJzQKCj8Rk2V72M 121824
autots/evaluator/auto_ts.py sha256=hm-T8m501IWDNkysn7xsK_a361_u540w8x0z7GSPyww 188772
autots/evaluator/benchmark.py sha256=QdHWOqVZoU8nJU5ST5tr66YGFN_xt6NFuI1pzySvBig 24446
autots/evaluator/event_forecasting.py sha256=86TEtvyeucg3SdqobDaXkpWUVil3SavMTU2an5EXzbM 33054
autots/evaluator/metrics.py sha256=6Z9vA85Xq9h8Q6zcsJDXCe4yMHJA9X6SRwm65zi1gJ4 29280
autots/evaluator/validation.py sha256=fXSSmBCRMXbTCwlmNZMZ3glwl7f46SpIgHqSI-jKrAw 6605
autots/models/__init__.py sha256=RJ8y8y79-qg8-GaB7ogfrmCdNAs_hEuNoeh04hyeKJ0 24
autots/models/arch.py sha256=lRGiUJLgzBpQG2_izxbAEVIlKWy204giVzHWuKHI11E 14114
autots/models/base.py sha256=YFl7J5TBWWbiyrKNx_kwjYM5UFbG-BEY2ukujPm1X2M 36001
autots/models/basics.py sha256=MXYq6HWPD6hoBK-b1nqkDHS7AmCZDYTS8Nno6PazeDk 125502
autots/models/cassandra.py sha256=fqOSfgCuS71Kzsf7rtb9DWtr3NGnT_QXjXrtx83IoYE 129435
autots/models/dnn.py sha256=HO5Y792_kd6ux_bKu22NMb4iLkmSvf43hosIXhl6m4M 16521
autots/models/ensemble.py sha256=u29g0ZdiaV9p_wKJN8y17frcCanSGy2abrmsduLkHwA 73586
autots/models/gluonts.py sha256=0vuk3k7Q8fduzVedrYSRxXhZaoLE6CDYbxwG5r6mW6k 31090
autots/models/greykite.py sha256=W4XJYkyLvTXDYB-862M_Oj-gE4j-LxxNLGsMa9-3MKg 10745
autots/models/matrix_var.py sha256=xNmgbeHlK5mF7x-ZSrxHUkV7XjhkSLfrbeCplcaZm9o 33937
autots/models/mlensemble.py sha256=9CuK1NYYlYS4b8aS2me6GbEFqt-8uy_-glyZRduOgc8 19942
autots/models/model_list.py sha256=UVZmFzqbEmmBKzqBrIwCB4TVTfBu7PhvkGCvdf44tgk 10119
autots/models/neural_forecast.py sha256=JeKqw8bXgSUycD1ESOFd9V3NNynzFXemtRlsExcFLhA 19417
autots/models/prophet.py sha256=HR6GMGrPvsaBsJnoXmYZYpqFgxXV-6bdud67iLf5r98 33915
autots/models/pytorch.py sha256=ABcm5Cek9DfsH9_aEwVuiwt5l_3oj4g7j3wtjSBsck0 22299
autots/models/sklearn.py sha256=gdZM8sYJGNmxDJ7staieuSCkv1wzVjn-2fuYpMkxLSA 166330
autots/models/statsmodels.py sha256=VKyHRz0PKprDwU-pwwa92M5QQKZq0T6YoON08SwJNhc 93967
autots/models/tfp.py sha256=RnWz4K5splCInVP3mO6xHrFOsbTsontyr2yRs_TfLi8 21794
autots/models/tide.py sha256=4qDgaaMfJ35pGwpNeYjWV38EVB2n_AHR5Iqg8m6u2S8 41636
autots/templates/__init__.py sha256=MMlURuzMFKS7tvWffrLchv-YpSjHXYze0Miiaidth-0 27
autots/templates/general.py sha256=kLzDpo2-twwLAHBfeKdoWFxSRZ9n7IWEA6VTuvMfpNM 51959
autots/tools/__init__.py sha256=sIFZecPudjpGQWAXmtOnx0zOPsHiMBy7SWpQx-zuc70 96
autots/tools/anomaly_utils.py sha256=E34ceYhCnsStV33mpQneVsoCrk3_hlAz5K3VXjgrE7o 46835
autots/tools/calendar.py sha256=eyBOKXRyEKwKaTPBb-413oBIvWm9efjP5UFjaNa-ASY 9168
autots/tools/cointegration.py sha256=otNXfRwc8PlGaFPKVidGGXqlmHJReBbLV8wTloFPU6I 7165
autots/tools/cpu_count.py sha256=358nlYl2x77V1_grSZl-9DuXs_V13bXCdcknlr4IPAc 2560
autots/tools/fast_kalman.py sha256=rQgduFxvQMyx9B345PqV6E24Gb36aRZ14GFJRlaetjk 56854
autots/tools/fft.py sha256=2RyHlWABSETb7jclIaso_7Q4WKrL2Ip5OliJpgvfNJs 7382
autots/tools/hierarchial.py sha256=JDA3yAxwyW4U5SULnj-AWaLnarJENyV7CTiwt3xzZ8w 5872
autots/tools/holiday.py sha256=ULMNcH6vLzrMMkjsaxySqtAb7qPgVAJ0y3IsQmvWXOY 5985
autots/tools/impute.py sha256=2EWUuypxyroU0vuCR0lhyGpR6OwGzsmd_Ym7wfa6zi8 17171
autots/tools/lunar.py sha256=IuXQEef1Bp9nGOj6RSUMWXlxQ0USRzgoGR_mm09evaw 5188
autots/tools/percentile.py sha256=tz7FGZN5hRuzdpFkPuwBvy3cno7kgzmAd0fgXHpydJo 4653
autots/tools/probabilistic.py sha256=smNnFt21Cv50pb42CrPLMHKm431dfcGKbBem0phxbZk 7749
autots/tools/profile.py sha256=5VpmUkKzm98QvzmF2w6w2QZL1NUVmOlqauTXmk0kRn8 1003
autots/tools/regressor.py sha256=jN_BCQdHlW8rX79ERhr0gbegS-oQN5FjWuKb0_Y45ms 16042
autots/tools/seasonal.py sha256=fEkHZ8yfKDffI7h2B_XDW6hd3kj3nzOX3AIbP6thh5w 25196
autots/tools/shaping.py sha256=Ba6AfIZmq75J7nDBi7ZK5Q11NyghmlVKm_YWcAJ1vcY 20213
autots/tools/thresholding.py sha256=O-d7jdK6duSiH9w30M_34KWAvtJs6ZRRoD-XSErUA30 19147
autots/tools/transform.py sha256=OBRUom9Dz_oEiZIiDMxWqo_X_7yFsjttDY-aXPKU9pg 207406
autots/tools/window_functions.py sha256=vEnfpAU0E9Z-S_r667u5Bl7kh-hjhFVhQ8VhfruuqwU 23442
docs/conf.py sha256=uRY6n-Hmi5_bp_YsDmH9vIQEs42u7IwBFAda9dBePrY 3036
tests/test_anomalies.py sha256=g7fJmQKH6H9pe1Ezrmv_wVr9QOaqVmvJQXBPFNWOIaM 4896
tests/test_autots.py sha256=hQSafmeNZ60hjbAvfH4lUCUCnnyO-zTQ3TIkVwg63PQ 44119
tests/test_calendar_holiday.py sha256=waBcSKdISScG-8Hj3xmfgaDC-ALHghohLLYuxe4i8gc 6882
tests/test_cassandra.py sha256=kBszMbFKp2hCKmuUh5pjKBecA_epXXGvQVq3YOY1yOc 14153
tests/test_event_forecasting.py sha256=ApghkKbelvrpKgzTv1hPAfVm6k2ve0GAWj5pTLvn8u4 3685
tests/test_impute.py sha256=m-Jhnwn4VAcz_15LTzKRgUFxnTz6CWIHEBQtjkHjyNg 1512
tests/test_metrics.py sha256=uSPqAAqlo0lRApDR2Dc5ThDe2O3h0SVFlSBjq4obPOs 5562
tests/test_percentile.py sha256=wpHJklA2n9GmBkqAiAaFQiX6uMcBlJ1ZoOcBaHQ6WkU 1514
tests/test_regressor.py sha256=SqKOq4KyFucQL1SE-Q37OTTVjljG_fYB6Ev-gm6ibmM 1836
autots-0.6.11.dist-info/LICENSE sha256=xOTjCDkHr19gkUGrH23QC5Ga5NZG3QLP4T4UCK7Iu4Y 1090
autots-0.6.11.dist-info/METADATA sha256=L9jDX_VR-XmzwLo06-CeL5_pE6UaJchB14OwnY5J5mo 10562
autots-0.6.11.dist-info/WHEEL sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ 92
autots-0.6.11.dist-info/top_level.txt sha256=wfDjGi9zzm9v7d0kgrbxu_Us7dXgxkJ7qeUAohJeUE0 18
autots-0.6.11.dist-info/RECORD

top_level.txt

autots
docs
tests