An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "forecasting" keyword

sm2 0.1.3
Bugfix Fork of statsmodels
4 versions - Latest release: about 8 years ago - 1 dependent repositories - 605 downloads last month - 11,689 stars on GitHub - 1 maintainer
Top 0.2% on pypi.org
statsmodels 0.15.0
Statistical computations and models for Python
42 versions - Latest release: about 2 months ago - 1,565 dependent packages - 23,993 dependent repositories - 32.1 million downloads last month - 11,689 stars on GitHub - 5 maintainers
Top 1.2% on pypi.org
pmdarima 2.1.1 ๐Ÿ’ฐ
Python's forecast::auto.arima equivalent
29 versions - Latest release: 11 months ago - 50 dependent packages - 819 dependent repositories - 1.61 million downloads last month - 1,737 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
autogluon.multimodal 1.6.3
Fast and Accurate ML in 3 Lines of Code
1,527 versions - Latest release: about 1 month ago - 3 dependent packages - 15 dependent repositories - 68.3 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
openchatbi 0.3.0
OpenChatBI - Natural language business intelligence powered by LLMs for intuitive data analysis a...
8 versions - Latest release: 5 months ago - 54 downloads last month - 666 stars on GitHub - 1 maintainer
uni2ts 2.0.0
Unified Training of Universal Time Series Forecasting Transformers
4 versions - Latest release: 12 months ago - 5.05 thousand downloads last month - 1,614 stars on GitHub - 1 maintainer
extremeweatherbench 1.1.1
Benchmarking weather and weather AI models using extreme events
6 versions - Latest release: 7 days ago - 71 downloads last month - 131 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
cfdm 1.8.5
A Python reference implementation of the CF data model
61 versions - Latest release: over 6 years ago - 4 dependent repositories - 8.29 thousand downloads last month - 32 stars on GitHub - 2 maintainers
Top 0.9% on pypi.org
sktime 1.2.0 ๐Ÿ’ฐ
A unified framework for machine learning with time series
104 versions - Latest release: about 1 month ago - 61 dependent packages - 217 dependent repositories - 1.13 million downloads last month - 10,073 stars on GitHub - 2 maintainers
sktime-backup 0.16.1 ๐Ÿ’ฐ
A unified framework for machine learning with time series
1 version - Latest release: over 3 years ago - 12 downloads last month - 10,073 stars on GitHub - 1 maintainer
skytime 0.16.1 ๐Ÿ’ฐ
A unified framework for machine learning with time series
1 version - Latest release: over 3 years ago - 6 downloads last month - 10,073 stars on GitHub - 1 maintainer
sounderpy 3.2.0
Vertical Profile Data Retrieval and Analysis Tool For Python
39 versions - Latest release: 30 days ago - 1.27 thousand downloads last month - 82 stars on GitHub - 1 maintainer
Top 8.7% on pypi.org
verif 1.4.0
A verification program for meteorological forecasts and observations
21 versions - Latest release: 5 months ago - 1 dependent package - 5 dependent repositories - 560 downloads last month - 103 stars on GitHub - 1 maintainer
lisflood-model 5.0.0
LISFLOOD model python module
44 versions - Latest release: 4 months ago - 1 dependent repositories - 149 downloads last month - 170 stars on GitHub - 3 maintainers
skyrim 0.0.2
AI weather models united.
3 versions - Latest release: over 2 years ago - 13 downloads last month - 255 stars on GitHub - 1 maintainer
veriflow 0.4.1
A verification pipeline for evaluating models and forecasts.
6 versions - Latest release: 4 months ago - 31 downloads last month - 10 stars on GitHub - 1 maintainer
Top 8.3% on pypi.org
metnet 4.1.25 ๐Ÿ’ฐ
PyTorch MetNet Implementation
49 versions - Latest release: 3 months ago - 2 dependent repositories - 225 downloads last month - 304 stars on GitHub - 2 maintainers
shyft.time-series 13.0.3
Open Shyft for advanced high performance time-series handling
152 versions - Latest release: over 2 years ago - 324 downloads last month - 32 stars on gitlab.com - 2 maintainers
shyft 15.0.1
('Open Shyft, - An framework providing python enabled tools and services for the energy-market, h...
285 versions - Latest release: over 2 years ago - 1 dependent repositories - 411 downloads last month - 32 stars on gitlab.com - 2 maintainers
Top 3.8% on pypi.org
xskillscore 0.0.29
Metrics for verifying forecasts
28 versions - Latest release: 8 months ago - 5 dependent packages - 13 dependent repositories - 8.62 thousand downloads last month - 244 stars on GitHub - 3 maintainers
ewstools 2.1.3
A Python package for early warning signals (EWS) of bifurcations in time series data.
18 versions - Latest release: 3 months ago - 3 dependent repositories - 383 downloads last month - 99 stars on GitHub - 2 maintainers
sysidentpy 0.9.0 ๐Ÿ’ฐ
A Python Package For System Identification Using NARMAX Models
27 versions - Latest release: 4 months ago - 1 dependent repositories - 953 downloads last month - 523 stars on GitHub - 4 maintainers
forestatrisk 1.3.2
Modelling and forecasting deforestation in the tropics
21 versions - Latest release: over 1 year ago - 1 dependent repositories - 1.25 thousand downloads last month - 128 stars on GitHub - 1 maintainer
Top 6.5% on pypi.org
climpred 2.6.0
"""Verification of weather and climate forecasts and prediction."""
19 versions - Latest release: 8 months ago - 1 dependent package - 2 dependent repositories - 929 downloads last month - 258 stars on GitHub - 3 maintainers
Top 7.7% on pypi.org
openstef 4.6.1
Open Short Term Energy forecasting library
263 versions - Latest release: 2 days ago - 1 dependent package - 3 dependent repositories - 14 thousand downloads last month - 175 stars on GitHub - 2 maintainers
openstef-models 4.6.1
Core models for OpenSTEF
68 versions - Latest release: 2 days ago - 13.4 thousand downloads last month - 175 stars on GitHub - 1 maintainer
openstef-meta 4.6.1
Meta models for OpenSTEF
46 versions - Latest release: 2 days ago - 11.6 thousand downloads last month - 175 stars on GitHub - 1 maintainer
openstef-core 4.6.1
Core functionality for OpenSTEF, a framework for short-term energy forecasting.
68 versions - Latest release: 2 days ago - 13.5 thousand downloads last month - 175 stars on GitHub - 1 maintainer
openstef-foundation-models 4.6.1
Foundation model support for OpenSTEF
21 versions - Latest release: 2 days ago - 11.5 thousand downloads last month - 175 stars on GitHub - 1 maintainer
openstef-beam 4.6.1
Backtesting, Evaluation, Analysis and Metrics (BEAM) library for OpenSTEF
68 versions - Latest release: 2 days ago - 13.4 thousand downloads last month - 175 stars on GitHub - 1 maintainer
Top 9.0% on pypi.org
flexmeasures 1.0.1
The *FlexMeasures Platform* is the intelligent backend to support real-time energy flexibility ap...
129 versions - Latest release: about 1 month ago - 2 dependent repositories - 1.33 thousand downloads last month - 212 stars on GitHub - 2 maintainers
scores 2.7.0
Scores is a Python package containing mathematical functions for the verification, evaluation and...
31 versions - Latest release: about 2 months ago - 2 dependent repositories - 10.1 thousand downloads last month - 236 stars on GitHub - 1 maintainer
forecast2win 0.0.1
Placeholder for forecast2win (alignment-aware losses/metrics for time-series forecasting) โ€” under...
1 version - Latest release: 4 months ago - 1 maintainer
sfdc-merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
1 version - Latest release: about 11 hours ago - 1 dependent repositories - 7 downloads last month - 4,487 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
salesforce-merlion 2.0.4
Merlion: A Machine Learning Framework for Time Series Intelligence
20 versions - Latest release: over 2 years ago - 4 dependent packages - 19 dependent repositories - 10.1 thousand downloads last month - 4,487 stars on GitHub - 3 maintainers
chainopy 1.0.3
A Python Library for Markov Chain based Stochastic Analysis!
5 versions - Latest release: about 2 years ago - 27 downloads last month - 23 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
neuralprophet 0.9.0
NeuralProphet is an easy to learn framework for interpretable time series forecasting.
33 versions - Latest release: over 2 years ago - 4 dependent packages - 69 dependent repositories - 54.6 thousand downloads last month - 4,306 stars on GitHub - 2 maintainers
Top 1.6% on pypi.org
statsforecast 2.1.1
Time series forecasting suite using statistical models
43 versions - Latest release: 3 months ago - 31 dependent packages - 235 dependent repositories - 1.5 million downloads last month - 4,933 stars on GitHub - 3 maintainers
fidat 0.1.0
Framework for Intelligent Data Analysis and Trends
1 version - Latest release: over 2 years ago - 25 downloads last month - 1 maintainer
rmol 1.0.6.post1
Simple Python wrapper for RMOL
2 versions - Latest release: over 6 years ago - 1 dependent repositories - 15 downloads last month - 14 stars on GitHub - 1 maintainer
Top 0.5% on pypi.org
fbprophet 0.7.1
Automatic Forecasting Procedure
14 versions - Latest release: about 6 years ago - 18 dependent packages - 931 dependent repositories - 22 thousand downloads last month - 20,448 stars on GitHub - 2 maintainers
Top 0.3% on pypi.org
prophet 1.5.0
Automatic Forecasting Procedure
17 versions - Latest release: 18 days ago - 81 dependent packages - 1,298 dependent repositories - 3.97 million downloads last month - 20,448 stars on GitHub - 3 maintainers
prophet-freddy 1.0.2
Automatic Forecasting Procedure
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 13 downloads last month - 20,448 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
gluonts 0.17.0
Probabilistic time series modeling in Python.
114 versions - Latest release: 3 months ago - 18 dependent packages - 77 dependent repositories - 280 thousand downloads last month - 5,248 stars on GitHub - 3 maintainers
Top 4.7% on pypi.org
tsfeatures 0.4.5
Calculates various features from time series data.
10 versions - Latest release: over 3 years ago - 3 dependent packages - 3 dependent repositories - 42.3 thousand downloads last month - 453 stars on GitHub - 3 maintainers
Top 2.8% on pypi.org
neuralforecast 3.3.0
Time series forecasting suite using deep learning models
46 versions - Latest release: 16 days ago - 8 dependent packages - 21 dependent repositories - 125 thousand downloads last month - 4,292 stars on GitHub - 3 maintainers
Top 4.2% on pypi.org
hierarchicalforecast 1.5.3
Hierarchical Methods Time Series Forecasting
27 versions - Latest release: 29 days ago - 5 dependent packages - 48 dependent repositories - 160 thousand downloads last month - 763 stars on GitHub - 4 maintainers
conformalforecast 0.1.0
Conformal prediction for time series forecasting
1 version - Latest release: 9 days ago - 0 downloads last month - 8 stars on GitHub - 1 maintainer
Top 2.0% on pypi.org
u8darts 0.41.0
โš ๏ธ DEPRECATED - Use 'darts' package instead. This legacy compatibility package redirects to 'darts'.
55 versions - Latest release: 8 months ago - 4 dependent packages - 44 dependent repositories - 58.9 thousand downloads last month - 9,560 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
darts 0.48.1
A python library for easy manipulation and forecasting of time series.
59 versions - Latest release: 7 days ago - 16 dependent packages - 34 dependent repositories - 155 thousand downloads last month - 9,560 stars on GitHub - 1 maintainer
prophet-laplace 0.0.2 ๐Ÿ’ฐ
Prophet in a laplace sandwich: same API, calibrated densities
2 versions - Latest release: 3 months ago - 18 downloads last month - 5 stars on GitHub - 1 maintainer
custovox-emotion 1.0.0
6-emotion detection MCP server for customer text. Joy, anger, fear, sadness, surprise, disgust. B...
1 version - Latest release: 4 days ago - 0 downloads last month - 0 stars on GitHub - 1 maintainer
yohou 0.1.0a13
A time series forecasting package based on Scikit-Learn and Polars
13 versions - Latest release: about 1 month ago - 4.24 thousand downloads last month - 7 stars on GitHub - 1 maintainer
smooth 1.2.0
Forecasting and time series analysis with single-source-of-error state-space models (ADAM, ETS, A...
12 versions - Latest release: 10 days ago - 3 dependent repositories - 850 downloads last month - 107 stars on GitHub - 1 maintainer
tfts 0.0.22 ๐Ÿ’ฐ
Deep learning time series with TensorFlow
23 versions - Latest release: about 2 months ago - 231 downloads last month - 893 stars on GitHub - 1 maintainer
hyperts 0.2.2
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
9 versions - Latest release: almost 3 years ago - 1 dependent repositories - 31 downloads last month - 291 stars on GitHub - 1 maintainer
timecopilot 0.0.39 ๐Ÿ’ฐ
The GenAI Forecasting Agent ยท LLMs ร— Time Series Foundation Models
39 versions - Latest release: 3 days ago - 1.74 thousand downloads last month - 625 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
autogluon.common 1.6.3
Fast and Accurate ML in 3 Lines of Code
1,749 versions - Latest release: about 1 month ago - 11 dependent packages - 23 dependent repositories - 196 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
aglite-test.tabular 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: over 3 years ago - 1 dependent package - 40 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
autogluon.text 0.6.2
AutoML for Image, Text, and Tabular Data
837 versions - Latest release: almost 4 years ago - 1 dependent package - 17 dependent repositories - 4.96 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
autogluon.timeseries 1.6.3
Fast and Accurate ML in 3 Lines of Code
1,518 versions - Latest release: about 1 month ago - 4 dependent repositories - 96.9 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 8.8% on pypi.org
autogluon.eda 0.8.3
AutoML for Image, Text, and Tabular Data
189 versions - Latest release: over 2 years ago - 438 downloads last month - 10,775 stars on GitHub - 1 maintainer
aglite-test.features 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: over 3 years ago - 2 dependent packages - 14 downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.multimodal 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 1 dependent package - 788 downloads last month - 10,775 stars on GitHub - 1 maintainer
aglite-test.core 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: over 3 years ago - 2 dependent packages - 26 downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
4 versions - Latest release: over 2 years ago - 748 downloads last month - 10,775 stars on GitHub - 1 maintainer
aglite-test.common 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: over 3 years ago - 2 dependent packages - 28 downloads last month - 10,775 stars on GitHub - 1 maintainer
aglite-test 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: over 3 years ago - 16 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
autogluon.features 1.6.3
Fast and Accurate ML in 3 Lines of Code
2,038 versions - Latest release: about 1 month ago - 7 dependent packages - 39 dependent repositories - 202 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.tabular 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 747 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 0.9% on pypi.org
autogluon.core 1.6.3
Fast and Accurate ML in 3 Lines of Code
2,152 versions - Latest release: about 1 month ago - 11 dependent packages - 111 dependent repositories - 205 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.core 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 1 dependent package - 781 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
autogluon.vision 0.6.2
AutoML for Image, Text, and Tabular Data
846 versions - Latest release: almost 4 years ago - 1 dependent package - 18 dependent repositories - 4.42 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.timeseries 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 743 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
autogluon 1.6.3
Fast and Accurate ML in 3 Lines of Code
2,341 versions - Latest release: about 1 month ago - 8 dependent packages - 59 dependent repositories - 83.1 thousand downloads last month - 10,775 stars on GitHub - 2 maintainers
autogluon-tonyhu-test.features 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 3 dependent packages - 779 downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.common 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 4 dependent packages - 741 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
autogluon.tabular 1.6.3
Fast and Accurate ML in 3 Lines of Code
2,140 versions - Latest release: about 1 month ago - 7 dependent packages - 44 dependent repositories - 202 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
bunobee 0.0.5
The time-series engine for forecasting with JAX and NumPyro
2 versions - Latest release: 22 days ago - 161 downloads last month - 1 stars on GitHub - 1 maintainer
antstudio 0.2.0
Build, Run, Control. Local-first responsible AI: one command, real results.
2 versions - Latest release: about 2 months ago - 106 downloads last month - 0 stars on GitHub - 1 maintainer
awen-dlmax 0.3.0
Dynamic Linear Models in JAX
3 versions - Latest release: about 1 month ago - 248 downloads last month - 0 stars on GitHub - 1 maintainer
arimasel 0.1.0
Cartesian product-based (seasonal) ARIMA model identification, selection, cross-validation, and e...
1 version - Latest release: about 2 months ago - 1 maintainer
futuresearch 0.27.0
AI forecasting SDK: probabilities, dates and numbers for questions about the future, including th...
29 versions - Latest release: 18 days ago - 12.8 thousand downloads last month - 57 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
pytorch-forecasting 1.8.0 ๐Ÿ’ฐ
Forecasting timeseries with PyTorch - dataloaders, normalizers, metrics and models
44 versions - Latest release: 4 months ago - 9 dependent packages - 34 dependent repositories - 167 thousand downloads last month - 5,001 stars on GitHub - 2 maintainers
schneiderkamplab-tsai 1.0.2
Practical Deep Learning for Time Series / Sequential Data library based on fastai & Pytorch
1 version - Latest release: 4 months ago - 6 downloads last month - 6,133 stars on GitHub - 1 maintainer
Top 2.7% on pypi.org
tsai 1.0.1
Practical Deep Learning for Time Series / Sequential Data library based on fastai & Pytorch
52 versions - Latest release: 5 months ago - 5 dependent packages - 18 dependent repositories - 16.1 thousand downloads last month - 6,133 stars on GitHub - 2 maintainers
forecast-engine 1.0.1
Reusable time-series forecasting package with an authenticated FastAPI service
2 versions - Latest release: 2 months ago - 59 downloads last month - 0 stars on GitHub - 1 maintainer
forecast-combo 0.1.1
A package for Forecast Combination
2 versions - Latest release: about 2 months ago - 98 downloads last month - 1 stars on GitHub - 2 maintainers
enso-noaa-predictions 0.1.0
Python toolkit for NOAA CPC and IRI ENSO forecasts, RONI observations, phase classification, and ...
1 version - Latest release: about 2 months ago - 23 downloads last month - 0 stars on GitHub - 1 maintainer
greybox 1.0.9
Toolbox for model building and forecasting
10 versions - Latest release: 9 days ago - 1.33 thousand downloads last month - 32 stars on GitHub - 1 maintainer
dynpanelai 0.1.2
Machine learning and modern inference for dynamic panel data models
3 versions - Latest release: 2 months ago - 303 downloads last month - 0 stars on GitHub - 1 maintainer
aurorax-model 0.1.0
Aurora-X: a time series foundation model with native covariate support
1 version - Latest release: 2 months ago - 115 downloads last month - 1 maintainer
brontide 0.1.1
Forecasting the research frontier: which regions of the arXiv embedding cloud are emerging vs sat...
2 versions - Latest release: 2 months ago - 34 downloads last month - 0 stars on GitHub - 1 maintainer
wavqwise 0.1.6
Pluggable temporal intelligence. Any model, Any signal, Five lines to forecast. Sense - Forecast ...
7 versions - Latest release: about 1 month ago - 230 downloads last month - 1 stars on GitHub - 1 maintainer
custovox-sentiment 1.0.3
Multilingual customer sentiment analysis MCP server. EN/FR/DE/ES/PT-BR native models. By custovox.ai
4 versions - Latest release: 4 days ago - 21 downloads last month - 0 stars on GitHub - 1 maintainer
forecast-os-gtm 0.10.3
An open-source forecasting engine: statistical, ML, and financial models behind one unified API.
8 versions - Latest release: 3 months ago - 71 downloads last month - 0 stars on GitHub - 1 maintainer
forecast-arena 1.0.0
Time series models that fight each other. Inspired by Hyndman & Athanasopoulos, Forecasting: Prin...
1 version - Latest release: 3 months ago - 1 maintainer
penumbra-toolkit 0.1.0
Probabilistic space-weather driver forecasting: F10.7 and Kp forecasts with walk-forward-calibrat...
1 version - Latest release: 3 months ago - 14 downloads last month - 0 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
datasetsforecast 1.0.2
Datasets for Time series forecasting
11 versions - Latest release: 8 days ago - 8 dependent packages - 9 dependent repositories - 54.2 thousand downloads last month - 128 stars on GitHub - 3 maintainers
oracle-core 0.1.0
Personal prediction engine โ€” pattern detection, anomaly detection, time series forecasting, and a...
1 version - Latest release: 3 months ago - 32 downloads last month - 0 stars on GitHub - 1 maintainer
Related Keywords
time-series 297 python 185 machine-learning 172 time series 89 deep-learning 84 data-science 81 pytorch 63 timeseries 47 scikit-learn 44 anomaly-detection 43 automl 41 prediction 39 machine learning 37 time-series-analysis 35 pandas 32 statistics 32 ai 31 econometrics 31 time-series-forecasting 31 finance 29 arima 29 regression 28 autogluon 27 ensemble-learning 27 classification 27 computer-vision 26 energy 26 mcp 25 hyperparameter-optimization 25 structured-data 25 tabular-data 25 gluon 24 transformer 24 automated-machine-learning 24 natural-language-processing 24 object-detection 24 transfer-learning 24 llm 23 weather 22 forecast 22 simulation 21 deep learning 20 evaluation 20 climate 20 artificial-intelligence 20 prophet 19 verification 18 forecasting-models 17 agents 17 bayesian 16 api 16 ARIMA 15 modeling 15 time 15 data-analysis 15 hydrology 14 foundation-models 13 validation 13 machinelearning 13 time-series-classification 13 sdk 13 transformers 13 time-series-regression 12 xgboost 12 analysis 12 meteorology 12 noaa 12 data-mining 11 calibration 11 visualization 11 cli 11 predictions 11 seasonality 11 hierarchical 11 ml 11 neural-networks 11 observations 11 clustering 11 series 10 data science 10 trading 10 exponential-smoothing 10 imputation 10 metrics 10 backtesting 10 lstm 10 benchmarking 10 timeseries-forecasting 9 trend 9 feature-engineering 9 prediction-markets 9 analytics 9 probabilistic-forecasting 9 benchmark 9 lightgbm 9 artificial intelligence 9 python3 9 model-context-protocol 8 statsmodels 8 mcp-server 8