Ecosyste.ms: Packages

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

pypi.org "forecasting" keyword

ewstools 2.1.0
Python package to compute early warning signals (EWS)
17 versions - Latest release: over 1 year ago - 3 dependent repositories - 171 downloads last month - 67 stars on GitHub - 1 maintainer
lisflood-lisvap 1.3.0
LISVAP model python module
27 versions - Latest release: 2 months ago - 1 dependent repositories - 96 downloads last month - 8 stars on GitHub - 2 maintainers
Top 4.0% on pypi.org
autots 0.6.14
Automated Time Series Forecasting
61 versions - Latest release: 2 days ago - 1 dependent package - 12 dependent repositories - 34.4 thousand downloads last month - 1,024 stars on GitHub - 1 maintainer
forestatrisk 1.1.3
Modelling and forecasting deforestation in the tropics
8 versions - Latest release: 4 months ago - 1 dependent repositories - 451 downloads last month - 114 stars on GitHub - 1 maintainer
sounderpy 3.0.3
Vertical Profile Data Retrieval and Analysis Tool For Python
14 versions - Latest release: about 2 months ago - 321 downloads last month - 28 stars on GitHub - 1 maintainer
reefledge 1.6.3
A powerful API designed for Quantitative Finance practitioners.
32 versions - Latest release: over 1 year ago - 1 dependent repositories - 145 downloads last month - 3 stars on GitHub - 1 maintainer
Top 7.7% on pypi.org
openstef 3.4.25
Open short term energy forecaster
134 versions - Latest release: 19 days ago - 1 dependent package - 3 dependent repositories - 3.09 thousand downloads last month - 74 stars on GitHub - 1 maintainer
Top 8.3% on pypi.org
metnet 4.1.17 💰
PyTorch MetNet Implementation
41 versions - Latest release: about 2 months ago - 2 dependent repositories - 354 downloads last month - 217 stars on GitHub - 2 maintainers
lisflood-model 4.3.1
LISFLOOD model python module
43 versions - Latest release: 4 months ago - 1 dependent repositories - 215 downloads last month - 94 stars on GitHub - 3 maintainers
Top 6.5% on pypi.org
climpred 2.4.0
Verification of weather and climate forecasts. prediction.
17 versions - Latest release: 6 months ago - 1 dependent package - 2 dependent repositories - 734 downloads last month - 211 stars on GitHub - 3 maintainers
Top 3.8% on pypi.org
xskillscore 0.0.26
Metrics for verifying forecasts
25 versions - Latest release: 2 months ago - 5 dependent packages - 13 dependent repositories - 27.6 thousand downloads last month - 202 stars on GitHub - 3 maintainers
Top 1.3% on pypi.org
autogluon.features 1.1.0
Fast and Accurate ML in 3 Lines of Code
1,183 versions - Latest release: about 1 month ago - 7 dependent packages - 39 dependent repositories - 101 thousand downloads last month - 6,566 stars on GitHub - 3 maintainers
Top 1.3% on pypi.org
autogluon.common 1.1.0
Fast and Accurate ML in 3 Lines of Code
877 versions - Latest release: about 1 month ago - 11 dependent packages - 23 dependent repositories - 91 thousand downloads last month - 6,566 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
autogluon.tabular 1.1.0
Fast and Accurate ML in 3 Lines of Code
1,286 versions - Latest release: about 1 month ago - 7 dependent packages - 44 dependent repositories - 99.1 thousand downloads last month - 6,566 stars on GitHub - 3 maintainers
Top 4.0% on pypi.org
autogluon.timeseries 1.1.0
Fast and Accurate ML in 3 Lines of Code
663 versions - Latest release: about 1 month ago - 4 dependent repositories - 64 thousand downloads last month - 7,185 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
autogluon.multimodal 1.1.0
Fast and Accurate ML in 3 Lines of Code
670 versions - Latest release: about 1 month ago - 3 dependent packages - 15 dependent repositories - 67.3 thousand downloads last month - 6,566 stars on GitHub - 1 maintainer
pyfts 1.2.2
Fuzzy Time Series for Python
3 versions - Latest release: about 6 years ago - 1 dependent repositories - 279 downloads last month - 257 stars on GitHub - 1 maintainer
neptune-prophet 1.0.1
Neptune.ai Prophet integration library
8 versions - Latest release: 7 months ago - 2 dependent packages - 1.8 thousand downloads last month - 3 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
orbit-ml 1.1.4
Orbit is a package for Bayesian time series modeling and inference.
34 versions - Latest release: over 1 year ago - 2 dependent packages - 3 dependent repositories - 19.6 thousand downloads last month - 1,804 stars on GitHub - 3 maintainers
Top 1.2% on pypi.org
pmdarima 2.0.4 💰
Python's forecast::auto.arima equivalent
27 versions - Latest release: 7 months ago - 50 dependent packages - 819 dependent repositories - 2.61 million downloads last month - 1,518 stars on GitHub - 2 maintainers
Top 1.5% on pypi.org
darts 0.29.0
A python library for easy manipulation and forecasting of time series.
35 versions - Latest release: about 1 month ago - 16 dependent packages - 34 dependent repositories - 150 thousand downloads last month - 6,894 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
pypots 0.4.1 💰
A Python Toolbox for Data Mining on Partially-Observed Time Series
26 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 29.9 thousand downloads last month - 711 stars on GitHub - 1 maintainer
Top 3.9% on pypi.org
kats 0.2.0
kats: kit to analyze time series
2 versions - Latest release: about 2 years ago - 13 dependent repositories - 27.3 thousand downloads last month - 4,793 stars on GitHub - 1 maintainer
Top 2.8% on pypi.org
neuralforecast 1.7.2
Time series forecasting suite using deep learning models
23 versions - Latest release: 12 days ago - 8 dependent packages - 21 dependent repositories - 36.5 thousand downloads last month - 2,523 stars on GitHub - 3 maintainers
supplychainpy 0.0.5
A library for supply chain, operations and manufacturing, analysis, modelling and simulation.
7 versions - Latest release: over 6 years ago - 2 dependent repositories - 107 downloads last month - 277 stars on GitHub - 1 maintainer
cuprophet 0.2.1
Tool for producing high quality forecasts for time series data that has multiple seasonality with...
5 versions - Latest release: 8 months ago - 17 downloads last month - 17,838 stars on GitHub - 1 maintainer
Top 0.3% on pypi.org
prophet 1.1.5
Automatic Forecasting Procedure
9 versions - Latest release: 7 months ago - 81 dependent packages - 1,298 dependent repositories - 2.24 million downloads last month - 17,838 stars on GitHub - 3 maintainers
Top 0.5% on pypi.org
fbprophet 0.7.1
Automatic Forecasting Procedure
14 versions - Latest release: over 3 years ago - 18 dependent packages - 931 dependent repositories - 808 thousand downloads last month - 17,334 stars on GitHub - 2 maintainers
prophet-freddy 1.0.2
Automatic Forecasting Procedure
2 versions - Latest release: about 2 years ago - 1 dependent repositories - 15 downloads last month - 17,775 stars on GitHub - 1 maintainer
pytorch-forecasting-unofficial-hotfix 0.9.3
Forecasting timeseries with PyTorch - dataloaders, normalizers, metrics and models
1 version - Latest release: about 2 years ago - 1 dependent repositories - 24 downloads last month - 3,629 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
pytorch-forecasting 1.0.0
Forecasting timeseries with PyTorch - dataloaders, normalizers, metrics and models
34 versions - Latest release: about 1 year ago - 9 dependent packages - 34 dependent repositories - 48.5 thousand downloads last month - 3,629 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
nixtlats 0.5.1
Python SDK for Nixtla API (TimeGPT)
34 versions - Latest release: 13 days ago - 3 dependent packages - 16 dependent repositories - 9.61 thousand downloads last month - 1,636 stars on GitHub - 2 maintainers
nixtla 5.3.7
Python SDK for Nixtla API (TimeGPT)
6 versions - Latest release: over 9 years ago - 2 dependent repositories - 2.96 thousand downloads last month - 1,636 stars on GitHub - 2 maintainers
autotimeseries 0.0.7
Scalable time series processing
7 versions - Latest release: about 2 years ago - 1 dependent repositories - 61 downloads last month - 1,636 stars on GitHub - 1 maintainer
Top 2.0% on pypi.org
u8darts 0.29.0
A python library for easy manipulation and forecasting of time series.
42 versions - Latest release: about 1 month ago - 4 dependent packages - 44 dependent repositories - 22.4 thousand downloads last month - 6,894 stars on GitHub - 1 maintainer
dwd-global-radiation 1.0.0rc4
Access and analyze DWD global radiation data and forecasts
3 versions - Latest release: 2 days ago - 191 downloads last month - 0 stars on GitHub - 1 maintainer
lightningnbeats 0.1.1
A Pytorch Lightning implementation of the N-BEATS algorithm with some extended functionality.
2 versions - Latest release: 6 months ago - 38 downloads last month - 1 stars on GitHub - 1 maintainer
Top 0.9% on pypi.org
sktime 0.29.0 💰
A unified framework for machine learning with time series
67 versions - Latest release: 18 days ago - 61 dependent packages - 217 dependent repositories - 916 thousand downloads last month - 7,134 stars on GitHub - 1 maintainer
sktime-backup 0.16.1 💰
A unified framework for machine learning with time series
1 version - Latest release: about 1 year ago - 21 downloads last month - 7,134 stars on GitHub - 1 maintainer
skytime 0.16.1 💰
A unified framework for machine learning with time series
1 version - Latest release: about 1 year ago - 24 downloads last month - 7,134 stars on GitHub - 1 maintainer
sysidentpy 0.3.4 💰
A Python Package For System Identification Using NARMAX Models
17 versions - Latest release: 10 days ago - 1 dependent repositories - 836 downloads last month - 320 stars on GitHub - 4 maintainers
htsexperimentation 0.1.72
Hierarchical time series forecasting package to help analyze experiments
77 versions - Latest release: 6 months ago - 1 dependent repositories - 869 downloads last month - 1 maintainer
functime 0.9.5
Time-series machine learning at scale.
40 versions - Latest release: 3 months ago - 1 dependent repositories - 3.25 thousand downloads last month - 922 stars on GitHub - 1 maintainer
irispie 0.41.3
Macroeconomic modeling package
114 versions - Latest release: about 1 month ago - 1.22 thousand downloads last month - 11 stars on GitHub - 1 maintainer
Top 9.0% on pypi.org
flexmeasures 0.21.0
The *FlexMeasures Platform* is the intelligent backend to support real-time energy flexibility ap...
92 versions - Latest release: 3 days ago - 2 dependent repositories - 726 downloads last month - 129 stars on GitHub - 2 maintainers
nonlincausality 2.0.2
Python package for Granger causality test with nonlinear (neural networks) forecasting methods.
15 versions - Latest release: 2 months ago - 1 dependent repositories - 199 downloads last month - 55 stars on GitHub - 1 maintainer
lockdowndates 0.0.4
Retrieve the dates of the restrictions in countries imposed by governments around the world durin...
4 versions - Latest release: about 2 years ago - 1 dependent repositories - 301 downloads last month - 6 stars on GitHub - 1 maintainer
torch-spatiotemporal 0.9.4
A PyTorch library for spatiotemporal data processing
7 versions - Latest release: 9 months ago - 1 dependent repositories - 291 downloads last month - 213 stars on GitHub - 1 maintainer
Top 4.7% on pypi.org
tsfeatures 0.4.5
Calculates various features from time series data.
10 versions - Latest release: 11 months ago - 3 dependent packages - 3 dependent repositories - 17.5 thousand downloads last month - 317 stars on GitHub - 3 maintainers
Top 4.2% on pypi.org
hierarchicalforecast 0.4.1
Hierarchical Methods Time series forecasting
15 versions - Latest release: 6 months ago - 5 dependent packages - 48 dependent repositories - 59.4 thousand downloads last month - 510 stars on GitHub - 3 maintainers
Top 9.4% on pypi.org
python-awips 18.1.11
A framework for requesting AWIPS meteorological datasets from an EDEX server
20 versions - Latest release: over 1 year ago - 6 dependent repositories - 159 downloads last month - 38 stars on GitHub - 3 maintainers
Top 1.3% on pypi.org
gluonts 0.14.4
Probabilistic time series modeling in Python.
105 versions - Latest release: 4 months ago - 18 dependent packages - 77 dependent repositories - 285 thousand downloads last month - 4,258 stars on GitHub - 3 maintainers
utilsforecast 0.1.10
Forecasting utilities
38 versions - Latest release: 4 days ago - 8 dependent packages - 1 dependent repositories - 355 thousand downloads last month - 31 stars on GitHub - 2 maintainers
Top 8.7% on pypi.org
verif 1.3.0
A verification program for meteorological forecasts and observations
17 versions - Latest release: 2 months ago - 1 dependent package - 5 dependent repositories - 499 downloads last month - 81 stars on GitHub - 1 maintainer
nowcast-lstm 0.2.7
Code for running LSTM neural networks on economic data for nowcasting
15 versions - Latest release: 17 days ago - 1 dependent repositories - 155 downloads last month - 49 stars on GitHub - 1 maintainer
lazyprophet 0.3.9
Time series forecasting with LightGBM
11 versions - Latest release: 9 months ago - 1 dependent repositories - 397 downloads last month - 75 stars on GitHub - 1 maintainer
shyft 13.0.3
('Open Shyft, - An framework providing python enabled tools and services for the energy-market, h...
271 versions - Latest release: 2 months ago - 1 dependent repositories - 3.19 thousand downloads last month - 30 stars on GitLab.com - 2 maintainers
Top 2.7% on pypi.org
tsai 0.3.9
Practical Deep Learning for Time Series / Sequential Data library based on fastai & Pytorch
48 versions - Latest release: 3 months ago - 5 dependent packages - 18 dependent repositories - 10.8 thousand downloads last month - 4,508 stars on GitHub - 2 maintainers
shyft.time-series 13.0.3
Open Shyft for advanced high performance time-series handling
152 versions - Latest release: 2 months ago - 4.16 thousand downloads last month - 30 stars on GitLab.com - 2 maintainers
tsforecasting 1.4.0
TSForecasting is an Automated Time Series Forecasting Framework
23 versions - Latest release: 5 days ago - 410 downloads last month - 24 stars on GitHub - 1 maintainer
Top 0.2% on pypi.org
statsmodels 0.14.2
Statistical computations and models for Python
37 versions - Latest release: about 1 month ago - 1,565 dependent packages - 23,993 dependent repositories - 17.1 million downloads last month - 9,506 stars on GitHub - 5 maintainers
Top 1.6% on pypi.org
statsforecast 1.7.4
Time series forecasting suite using statistical models
32 versions - Latest release: about 1 month ago - 31 dependent packages - 235 dependent repositories - 542 thousand downloads last month - 3,591 stars on GitHub - 3 maintainers
Top 7.1% on pypi.org
sam 3.1.11
Time series anomaly detection and forecasting
27 versions - Latest release: 10 months ago - 1 dependent package - 7 dependent repositories - 1.05 thousand downloads last month - 26 stars on GitHub - 3 maintainers
pysatspaceweather 0.1.0
pysat support for Space Weather Indices
12 versions - Latest release: 3 months ago - 1 dependent repositories - 728 downloads last month - 7 stars on GitHub - 3 maintainers
pyemits 0.1.1
python package for easy manipulation on time series data for quick insight
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 27 downloads last month - 5 stars on GitHub - 1 maintainer
openstef-dbc 3.7.10
Database Connection for OpenSTEF
77 versions - Latest release: 18 days ago - 2 dependent packages - 1 dependent repositories - 2.6 thousand downloads last month - 1 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
timely-beliefs 2.3.1
Data modelled as beliefs (at a certain time) about events (at a certain time).
87 versions - Latest release: 12 days ago - 1 dependent package - 4 dependent repositories - 1.38 thousand downloads last month - 31 stars on GitHub - 2 maintainers
Top 4.6% on pypi.org
mlforecast 0.13.0
Scalable machine learning based time series forecasting
41 versions - Latest release: 10 days ago - 4 dependent packages - 4 dependent repositories - 98.8 thousand downloads last month - 729 stars on GitHub - 3 maintainers
mfles 0.2.4
Gradient boosted time series forecasting.
14 versions - Latest release: 3 months ago - 1 dependent package - 207 downloads last month - 2 stars on GitHub - 1 maintainer
hydrotools.-restclient 3.1.0
General REST api client with built in request caching and retries.
8 versions - Latest release: 7 months ago - 3 dependent packages - 49 stars on GitHub - 3 maintainers
Top 6.7% on pypi.org
aeon 2.0.2
A toolkit for conducting machine learning tasks with time series data
21 versions - Latest release: about 9 years ago - 5 dependent packages - 1 dependent repositories - 5.45 thousand downloads last month - 676 stars on GitHub - 1 maintainer
augurs 0.1.2
Python bindings for the augurs time series library.
3 versions - Latest release: 3 months ago - 2.06 thousand downloads last month - 10 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
datasetsforecast 0.0.8
Datasets for Time series forecasting
7 versions - Latest release: about 1 year ago - 8 dependent packages - 9 dependent repositories - 39.4 thousand downloads last month - 44 stars on GitHub - 3 maintainers
coreforecast 0.0.9
Fast implementations of common forecasting routines
9 versions - Latest release: 12 days ago - 4 dependent packages - 201 thousand downloads last month - 24 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.multimodal 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: 3 months ago - 1 dependent package - 46 downloads last month - 7,185 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.features 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: 3 months ago - 3 dependent packages - 60 downloads last month - 7,185 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.core 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: 3 months ago - 1 dependent package - 50 downloads last month - 7,185 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.common 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: 3 months ago - 4 dependent packages - 57 downloads last month - 7,185 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
autogluon 1.1.0
Fast and Accurate ML in 3 Lines of Code
1,481 versions - Latest release: about 1 month ago - 8 dependent packages - 59 dependent repositories - 83.3 thousand downloads last month - 6,566 stars on GitHub - 5 maintainers
pytorch-tsmixer 0.2.0
An pytorch-based reimplementation of TSMixer.
3 versions - Latest release: 5 months ago - 614 downloads last month - 47 stars on GitHub - 1 maintainer
pipelinets 0.3.12
One-stop time series analysis tool, supporting time series data preprocessing, feature engineerin...
19 versions - Latest release: 7 days ago - 167 downloads last month - 7 stars on GitHub - 1 maintainer
gpforecaster 0.3.142
Hierarchical time series forecasting model using Gaussian Processes
166 versions - Latest release: 7 months ago - 1 dependent repositories - 1.29 thousand downloads last month - 1 maintainer
imbrium 3.0.0
Standard and Hybrid Deep Learning Multivariate-Multi-Step & Univariate-Multi-Step Time Series For...
17 versions - Latest release: 6 days ago - 1 dependent repositories - 188 downloads last month - 60 stars on GitHub - 1 maintainer
Top 0.9% on pypi.org
autogluon.core 1.1.0
Fast and Accurate ML in 3 Lines of Code
1,290 versions - Latest release: about 1 month ago - 11 dependent packages - 111 dependent repositories - 106 thousand downloads last month - 6,566 stars on GitHub - 3 maintainers
autogluon-tonyhu-test 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
4 versions - Latest release: 3 months ago - 41 downloads last month - 7,185 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.tabular 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: 3 months ago - 56 downloads last month - 7,185 stars on GitHub - 1 maintainer
aglite-test.core 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: about 1 year ago - 2 dependent packages - 69 downloads last month - 7,185 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.timeseries 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: 3 months ago - 49 downloads last month - 7,185 stars on GitHub - 1 maintainer
aglite-test.features 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: about 1 year ago - 2 dependent packages - 65 downloads last month - 7,185 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: over 1 year ago - 1 dependent package - 18 dependent repositories - 20.3 thousand downloads last month - 7,185 stars on GitHub - 3 maintainers
Top 2.5% on pypi.org
autogluon.text 0.6.2
AutoML for Image, Text, and Tabular Data
837 versions - Latest release: over 1 year ago - 1 dependent package - 17 dependent repositories - 21.8 thousand downloads last month - 7,185 stars on GitHub - 3 maintainers
aglite-test.common 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: about 1 year ago - 2 dependent packages - 73 downloads last month - 7,185 stars on GitHub - 1 maintainer
aglite-test 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: about 1 year ago - 59 downloads last month - 7,185 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: 17 days ago - 2.09 thousand downloads last month - 7,099 stars on GitHub - 1 maintainer
aglite-test.tabular 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: about 1 year ago - 1 dependent package - 28 downloads last month - 6,977 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
mindsdb 2.62.4
MindsDB's AI SQL Server enables developers to build AI tools that need access to real-time data t...
462 versions - Latest release: over 2 years ago - 75 dependent repositories - 21.3 thousand downloads last month - 21,432 stars on GitHub - 2 maintainers
mindsdb-forecast-visualizer 0.2.10
Companion package to visualizer forecasts made with MindsDB predictors.
16 versions - Latest release: almost 2 years ago - 1 dependent repositories - 83 downloads last month - 11 stars on GitHub - 1 maintainer
fidat 0.1.0
Framework for Intelligent Data Analysis and Trends
1 version - Latest release: 7 days ago - 1 maintainer
skyrim 0.0.2
AI weather models united.
3 versions - Latest release: 13 days ago - 503 downloads last month - 56 stars on GitHub - 1 maintainer
salientsdk 0.1.6
Salient Predictions Software Development Kit
4 versions - Latest release: 16 days ago - 313 downloads last month - 1 maintainer
Related Keywords
time-series 126 python 120 machine-learning 93 data-science 64 deep-learning 58 pytorch 42 scikit-learn 40 time series 34 automl 33 timeseries 26 ensemble-learning 26 hyperparameter-optimization 25 autogluon 25 automated-machine-learning 24 transfer-learning 24 tabular-data 24 structured-data 24 object-detection 24 natural-language-processing 24 gluon 24 computer-vision 24 time-series-analysis 23 pandas 19 machine learning 16 prediction 16 forecast 16 simulation 15 time 15 anomaly-detection 13 time-series-forecasting 13 statistics 13 verification 13 evaluation 12 forecasting-models 12 modeling 11 series 11 time-series-regression 11 finance 11 time-series-classification 10 regression 10 energy 10 arima 10 validation 10 observations 10 noaa 10 hydrology 10 econometrics 9 weather 8 machinelearning 8 trend 8 classification 8 prophet 8 data-mining 8 timeseries-analysis 8 visualization 8 analysis 8 ai 8 transformer 7 deep learning 7 hierarchical 7 artificial-intelligence 7 pytorch-lightning 7 lightgbm 7 timeseries-forecasting 7 meteorology 7 image-classification 6 seasonality 6 neural-networks 6 artificial intelligence 6 data-analysis 6 data science 5 r 5 climate 5 nowcasting 5 statsmodels 5 hacktoberfest 5 xgboost 5 fbprophet 5 learning 5 regression-models 5 machine 5 ARIMA 5 data 5 database 5 dashboard 5 python3 5 keras 4 metrics 4 tensorflow 4 optimization 4 data mining 4 nowcast 4 count-model 4 feature-engineering 4 generalized-linear-models 4 hypothesis-testing 4 robust-estimation 4 datasets 4 model 4 gpt 4