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

Top 1.7% on pypi.org
autogluon 1.1.0
Fast and Accurate ML in 3 Lines of Code
1,478 versions - Latest release: 23 days ago - 4 dependent packages - 59 dependent repositories - 80.8 thousand downloads last month - 6,566 stars on GitHub - 5 maintainers
Top 3.2% on pypi.org
pyramid-arima 0.9.0 💰
Python's forecast::auto.arima equivalent
7 versions - Latest release: over 5 years ago - 1 dependent package - 482 dependent repositories - 3.34 thousand downloads last month - 1,504 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
django-ledger 0.6.1
Double entry accounting system built on the Django Web Framework.
47 versions - Latest release: about 4 hours ago - 2 dependent repositories - 884 downloads last month - 841 stars on GitHub - 1 maintainer
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: 23 days ago - 11 dependent packages - 34 dependent repositories - 111 thousand downloads last month - 6,894 stars on GitHub - 1 maintainer
bandsos 0.5
.. danger::
4 versions - Latest release: about 1 year ago - 41 downloads last month - 0 stars on GitHub - 2 maintainers
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 - 47.6 thousand downloads last month - 3,629 stars on GitHub - 1 maintainer
Top 2.7% on pypi.org
skforecast 0.12.0 💰
Forecasting time series with scikit-learn regressors. It also works with any regressor compatible...
19 versions - Latest release: 5 days ago - 8 dependent packages - 18 dependent repositories - 46.5 thousand downloads last month - 872 stars on GitHub - 2 maintainers
Top 3.3% on pypi.org
nixtlats 0.5.1
Python SDK for Nixtla API (TimeGPT)
34 versions - Latest release: 4 days ago - 3 dependent packages - 16 dependent repositories - 10.3 thousand downloads last month - 1,508 stars on GitHub - 3 maintainers
nixtla 5.3.7
Python SDK for Nixtla API (TimeGPT)
6 versions - Latest release: over 9 years ago - 2 dependent repositories - 2.03 thousand downloads last month - 1,508 stars on GitHub - 3 maintainers
autotimeseries 0.0.7
Scalable time series processing
7 versions - Latest release: about 2 years ago - 1 dependent repositories - 80 downloads last month - 1,451 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
autogluon.multimodal 1.1.0
Fast and Accurate ML in 3 Lines of Code
661 versions - Latest release: 23 days ago - 3 dependent packages - 15 dependent repositories - 69.1 thousand downloads last month - 6,566 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
salesforce-merlion 2.0.2
Merlion: A Machine Learning Framework for Time Series Intelligence
18 versions - Latest release: about 1 year ago - 4 dependent packages - 19 dependent repositories - 5.79 thousand downloads last month - 3,269 stars on GitHub - 3 maintainers
sfdc-merlion 1.0.0
Merlion: A Machine Learning Framework for Time Series Intelligence
1 version - Latest release: over 2 years ago - 1 dependent repositories - 25 downloads last month - 3,270 stars on GitHub - 2 maintainers
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 - 24.3 thousand downloads last month - 4,780 stars on GitHub - 1 maintainer
buildings-bench 1.1.0
Large-scale pretraining and benchmarking for short-term load forecasting.
2 versions - Latest release: 7 months ago - 42 downloads last month - 40 stars on GitHub - 2 maintainers
Top 1.2% on pypi.org
autogluon.tabular 1.1.0
Fast and Accurate ML in 3 Lines of Code
1,277 versions - Latest release: 23 days ago - 6 dependent packages - 44 dependent repositories - 103 thousand downloads last month - 6,566 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
1,174 versions - Latest release: 23 days ago - 6 dependent packages - 39 dependent repositories - 100 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
654 versions - Latest release: 23 days ago - 4 dependent repositories - 66.2 thousand downloads last month - 7,099 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
1,287 versions - Latest release: 23 days ago - 11 dependent packages - 111 dependent repositories - 105 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
868 versions - Latest release: 23 days ago - 9 dependent packages - 23 dependent repositories - 94.7 thousand downloads last month - 6,566 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 - 852 downloads last month - 114 stars on GitHub - 2 maintainers
sounderpy 3.0.3
Vertical Profile Data Retrieval and Analysis Tool For Python
14 versions - Latest release: about 2 months ago - 311 downloads last month - 28 stars on GitHub - 2 maintainers
Top 0.2% on pypi.org
statsmodels 0.14.2
Statistical computations and models for Python
37 versions - Latest release: 23 days ago - 1,112 dependent packages - 23,993 dependent repositories - 17.4 million downloads last month - 9,506 stars on GitHub - 5 maintainers
Top 7.7% on pypi.org
openstef 3.4.25
Open short term energy forecaster
134 versions - Latest release: 10 days ago - 1 dependent package - 3 dependent repositories - 3.36 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 - 436 downloads last month - 217 stars on GitHub - 2 maintainers
scalecastdev 0.2.0
The practitioner's forecasting library
4 versions - Latest release: almost 3 years ago - 1 dependent repositories - 14 downloads last month - 305 stars on GitHub - 2 maintainers
lisflood-model 4.3.1
LISFLOOD model python module
43 versions - Latest release: 4 months ago - 1 dependent repositories - 172 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 - 731 downloads last month - 211 stars on GitHub - 4 maintainers
Top 3.8% on pypi.org
xskillscore 0.0.26
Metrics for verifying forecasts
25 versions - Latest release: 2 months ago - 4 dependent packages - 13 dependent repositories - 26.1 thousand downloads last month - 202 stars on GitHub - 6 maintainers
Top 0.3% on pypi.org
prophet 1.1.5
Automatic Forecasting Procedure
9 versions - Latest release: 7 months ago - 69 dependent packages - 1,298 dependent repositories - 2.24 million downloads last month - 17,801 stars on GitHub - 3 maintainers
cuprophet 0.2.1
Tool for producing high quality forecasts for time series data that has multiple seasonality with...
5 versions - Latest release: 7 months ago - 25 downloads last month - 17,801 stars on GitHub - 2 maintainers
Top 0.5% on pypi.org
fbprophet 0.7.1
Automatic Forecasting Procedure
14 versions - Latest release: over 3 years ago - 16 dependent packages - 931 dependent repositories - 810 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
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 - 21.5 thousand downloads last month - 1,804 stars on GitHub - 3 maintainers
anatomy 0.1.6
Shapley-based decomposition to anatomize the of out-of-sample accuracy of time-series forecasting...
7 versions - Latest release: 9 months ago - 1 dependent repositories - 71 downloads last month - 6 stars on GitHub - 2 maintainers
sysidentpy 0.3.3 💰
A Python Package For System Identification Using NARMAX Models
16 versions - Latest release: 8 months ago - 1 dependent repositories - 623 downloads last month - 313 stars on GitHub - 8 maintainers
Top 4.6% on pypi.org
mlforecast 0.13.0
Scalable machine learning based time series forecasting
41 versions - Latest release: about 23 hours ago - 3 dependent packages - 4 dependent repositories - 99.4 thousand downloads last month - 721 stars on GitHub - 5 maintainers
utilsforecast 0.1.9
Forecasting utilities
37 versions - Latest release: 2 days ago - 1 dependent repositories - 355 thousand downloads last month - 31 stars on GitHub - 3 maintainers
Top 2.8% on pypi.org
neuralforecast 1.7.2
Time series forecasting suite using deep learning models
23 versions - Latest release: 3 days ago - 2 dependent packages - 21 dependent repositories - 31.4 thousand downloads last month - 2,493 stars on GitHub - 4 maintainers
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: 23 days ago - 1 dependent repositories - 27.6 thousand downloads last month - 685 stars on GitHub - 2 maintainers
seance 0.1.4
A Wrapper around MLForecast.
14 versions - Latest release: 5 months ago - 50 downloads last month - 11 stars on GitHub - 2 maintainers
predictit 2.0.7
Library/framework for making time series predictions with help of AutoML tools.
53 versions - Latest release: over 1 year ago - 1 dependent repositories - 366 downloads last month - 8 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
luminaire 0.4.3
Luminaire is a python package that provides ML driven solutions for monitoring time series data
21 versions - Latest release: 3 months ago - 1 dependent repositories - 204 downloads last month - 750 stars on GitHub - 1 maintainer
metriculous 0.3.0
Very unstable library containing utilities to measure and visualize statistical properties of mac...
4 versions - Latest release: over 3 years ago - 1 dependent repositories - 132 downloads last month - 95 stars on GitHub - 6 maintainers
fifeforspark 0.0.2
Finite-Interval Forecasting Engine for Spark: Machine learning models for discrete-time survival ...
2 versions - Latest release: about 2 years ago - 1 dependent repositories - 55 downloads last month - 3 stars on GitHub - 6 maintainers
Top 1.2% on pypi.org
pmdarima 2.0.4 💰
Python's forecast::auto.arima equivalent
27 versions - Latest release: 7 months ago - 42 dependent packages - 819 dependent repositories - 2.71 million downloads last month - 1,518 stars on GitHub - 4 maintainers
Top 4.0% on pypi.org
autots 0.6.12
Automated Time Series Forecasting
59 versions - Latest release: 4 days ago - 12 dependent repositories - 37.9 thousand downloads last month - 1,017 stars on GitHub - 1 maintainer
proforesight 0.0.1
Automation of the creation of a machine learning forecaster of company revenues
1 version - Latest release: over 1 year ago - 13 downloads last month - 2 maintainers
ewstools 2.1.0
Python package to compute early warning signals (EWS)
16 versions - Latest release: over 1 year ago - 3 dependent repositories - 191 downloads last month - 67 stars on GitHub - 1 maintainer
tokenprobs 1.0.1
Extract token-level probabilities from LLMs for classification-type outputs.
22 versions - Latest release: 2 days ago - 886 downloads last month - 0 stars on GitHub - 2 maintainers
Top 0.9% on pypi.org
sktime 0.29.0 💰
A unified framework for machine learning with time series
67 versions - Latest release: 9 days ago - 43 dependent packages - 217 dependent repositories - 925 thousand downloads last month - 7,134 stars on GitHub - 2 maintainers
sktime-backup 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
skytime 0.16.1 💰
A unified framework for machine learning with time series
1 version - Latest release: about 1 year ago - 27 downloads last month - 7,134 stars on GitHub - 1 maintainer
scoringrules 0.5.0
Scoring rules for probabilistic forecast evaluation.
9 versions - Latest release: 2 days ago - 73 downloads last month - 16 stars on GitHub - 1 maintainer
expsmoothing 0.1.9
Exponential smoothing forecast model
15 versions - Latest release: 5 months ago - 109 downloads last month - 1 stars on GitHub - 2 maintainers
conformal-tights 0.3.1
A scikit-learn meta-estimator for computing tight conformal predictions
8 versions - Latest release: 21 days ago - 266 downloads last month - 68 stars on GitHub - 2 maintainers
tsforecasting 1.2.92
TSForecasting is an Automated Time Series Forecasting Framework
22 versions - Latest release: 3 days ago - 333 downloads last month - 24 stars on GitHub - 2 maintainers
coreforecast 0.0.9
Fast implementations of common forecasting routines
9 versions - Latest release: 3 days ago - 201 thousand downloads last month - 24 stars on GitHub - 2 maintainers
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: 3 days ago - 1 dependent package - 4 dependent repositories - 1.04 thousand downloads last month - 30 stars on GitHub - 3 maintainers
magi 0.0.17
high level wrapper for parallel univariate time series forecasting
17 versions - Latest release: almost 6 years ago - 2 dependent repositories - 55 downloads last month - 17 stars on GitHub - 2 maintainers
fife 1.6.2
Finite-Interval Forecasting Engine: Machine learning models for discrete-time survival analysis a...
14 versions - Latest release: 2 months ago - 1 dependent repositories - 139 downloads last month - 22 stars on GitHub - 6 maintainers
Top 9.0% on pypi.org
flexmeasures 0.20.1
The *FlexMeasures Platform* is the intelligent backend to support real-time energy flexibility ap...
91 versions - Latest release: 3 days ago - 2 dependent repositories - 726 downloads last month - 129 stars on GitHub - 3 maintainers
make-us-rich 0.1.1
Cryptocurrency forecasting 📈 training and serving models made automatic
5 versions - Latest release: about 2 years ago - 1 dependent repositories - 36 downloads last month - 19 stars on GitHub - 2 maintainers
etna-ts 1.3.1
ETNA is the first python open source framework of Tinkoff.ru AI Center. It is designed to make wo...
12 versions - Latest release: over 2 years ago - 1 dependent repositories - 126 downloads last month - 827 stars on GitHub - 4 maintainers
ceemdan-lstm 1.2
CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD me...
10 versions - Latest release: 2 months ago - 108 downloads last month - 181 stars on GitHub - 1 maintainer
soam 0.10.2
Tools for time series analysis, plotting and reporting.
47 versions - Latest release: 11 months ago - 1 dependent repositories - 412 downloads last month - 15 stars on GitLab.com - 2 maintainers
skyrim 0.0.0
AI weather models united.
1 version - Latest release: 4 days ago - 52 stars on GitHub - 2 maintainers
nowcastlib 3.1.0
🧙🔧 Utils that can be reused and shared across and beyond the ESO Nowcast project
32 versions - Latest release: over 2 years ago - 1 dependent repositories - 273 downloads last month - 0 stars on GitHub - 2 maintainers
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 - 21 downloads last month - 3,629 stars on GitHub - 1 maintainer
mlcf 2.2.6
MLCF - Machine Learning Toolkit for Cryptocurrency Forecasting
32 versions - Latest release: almost 2 years ago - 1 dependent repositories - 298 downloads last month - 5 stars on GitHub - 1 maintainer
skillful-nowcasting 1.2.3 💰
PyTorch Skillful Nowcasting GAN Implementation
13 versions - Latest release: over 2 years ago - 1 dependent repositories - 175 downloads last month - 189 stars on GitHub - 2 maintainers
dgmr 1.3.4 💰
PyTorch Skillful Nowcasting GAN Implementation
29 versions - Latest release: almost 2 years ago - 1 dependent repositories - 324 downloads last month - 189 stars on GitHub - 1 maintainer
Top 8.8% on pypi.org
thymeboost 0.1.18
Gradient boosted time series decomposition for forecasting.
26 versions - Latest release: 4 months ago - 1 dependent package - 1 dependent repositories - 8.06 thousand downloads last month - 183 stars on GitHub - 2 maintainers
functime 0.9.5
Time-series machine learning at scale.
40 versions - Latest release: 3 months ago - 1 dependent repositories - 2.83 thousand downloads last month - 912 stars on GitHub - 2 maintainers
krisi 1.4.4
Testing and Reporting framework for Time Series Analysis
27 versions - Latest release: 4 months ago - 1 dependent package - 1 dependent repositories - 152 downloads last month - 20 stars on GitHub - 4 maintainers
tsbenchmarks 0.0.2
Time series forecasting benchmarking
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 25 downloads last month - 2 maintainers
Top 9.9% on pypi.org
anticipy 0.2.1
Forecasting tools
13 versions - Latest release: almost 3 years ago - 2 dependent repositories - 1.39 thousand downloads last month - 81 stars on GitHub - 2 maintainers
openstf 2.6.4
Open short term forcasting
76 versions - Latest release: over 2 years ago - 1 dependent repositories - 482 downloads last month - 74 stars on GitHub - 2 maintainers
Top 7.1% on pypi.org
sam 3.1.11
Time series anomaly detection and forecasting
27 versions - Latest release: 10 months ago - 7 dependent repositories - 1.05 thousand downloads last month - 26 stars on GitHub - 6 maintainers
Top 6.2% on pypi.org
datasetsforecast 0.0.8
Datasets for Time series forecasting
7 versions - Latest release: about 1 year ago - 4 dependent packages - 9 dependent repositories - 39.4 thousand downloads last month - 44 stars on GitHub - 6 maintainers
etsformer-pytorch 0.1.1
ETSTransformer - Exponential Smoothing Transformer for Time-Series Forecasting - Pytorch
17 versions - Latest release: 9 months ago - 1 dependent repositories - 160 downloads last month - 141 stars on GitHub - 1 maintainer
timemurmur 0.1.3
Time series forecasting at scale with LightGBM
13 versions - Latest release: 5 months ago - 25 downloads last month - 2 maintainers
conformalimpact 0.0.3
Confrmal Based Impact Analysis.
3 versions - Latest release: 3 months ago - 26 downloads last month - 2 stars on GitHub - 1 maintainer
tsaugmentation 0.5.69
Robust time series tsaugmentation for forecasting algorithms
115 versions - Latest release: 2 months ago - 3 dependent packages - 2 dependent repositories - 843 downloads last month - 1 maintainer
metats 0.2.1
Meta-Learning for Time Series Forecasting
3 versions - Latest release: about 1 year ago - 41 downloads last month - 32 stars on GitHub - 2 maintainers
predictionscorer 1.0.1
Python library to score predictions
6 versions - Latest release: over 3 years ago - 1 dependent repositories - 9 downloads last month - 6 stars on GitHub - 2 maintainers
Top 1.3% on pypi.org
gluonts 0.14.4
Probabilistic time series modeling in Python.
105 versions - Latest release: 3 months ago - 12 dependent packages - 77 dependent repositories - 303 thousand downloads last month - 4,258 stars on GitHub - 3 maintainers
Top 1.9% on pypi.org
neuralprophet 0.8.0
NeuralProphet is an easy to learn framework for interpretable time series forecasting.
31 versions - Latest release: 3 months ago - 4 dependent packages - 69 dependent repositories - 116 thousand downloads last month - 3,647 stars on GitHub - 8 maintainers
pyfts 1.2.2
Fuzzy Time Series for Python
3 versions - Latest release: about 6 years ago - 1 dependent repositories - 236 downloads last month - 257 stars on GitHub - 2 maintainers
tsutilities 0.0.5
Various utilities for time series forecasting.
4 versions - Latest release: about 1 year ago - 1.37 thousand downloads last month - 9 stars on GitHub - 2 maintainers
forecastga 0.1.16
A Python tool to forecast GA data using several popular timeseries models
14 versions - Latest release: over 3 years ago - 1 dependent repositories - 125 downloads last month - 39 stars on GitHub - 2 maintainers
salientsdk 0.1.6
Salient Predictions Software Development Kit
4 versions - Latest release: 7 days ago - 313 downloads last month - 2 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 - 25 dependent packages - 235 dependent repositories - 566 thousand downloads last month - 3,568 stars on GitHub - 4 maintainers
timetomodel 0.7.3
Sane handling of time series data for forecast modelling - with production usage in mind.
20 versions - Latest release: 11 months ago - 1 dependent package - 4 dependent repositories - 491 downloads last month - 4 stars on GitHub - 2 maintainers
openstf-dbc 2.2.0
Database Connection for OpenSTF
17 versions - Latest release: over 2 years ago - 1 dependent repositories - 125 downloads last month - 1 stars on GitHub - 2 maintainers
judgyprophet 0.1.2
Forecasting for knowable future events using Bayesian informative priors (forecasting with judgme...
2 versions - Latest release: about 2 years ago - 1 dependent repositories - 25 downloads last month - 56 stars on GitHub - 4 maintainers
pylicors 0.0.1dev
A Python interface for predictive state estimation from spatio-temporal data
1 version - Latest release: over 11 years ago - 1 dependent repositories - 13 downloads last month - 2 maintainers
inventoryanalytics 1.1
A Python library dedicated to Inventory Analytics.
7 versions - Latest release: over 2 years ago - 1 dependent repositories - 20 downloads last month - 21 stars on GitHub - 2 maintainers
fold-core 2.0.1
A Time Series Cross-Validation library that lets you build, deploy and update composite models ea...
22 versions - Latest release: 2 months ago - 1 dependent repositories - 2.32 thousand downloads last month - 84 stars on GitHub - 4 maintainers
Top 8.8% on pypi.org
autogluon.eda 0.8.3
AutoML for Image, Text, and Tabular Data
189 versions - Latest release: 8 days ago - 2.09 thousand downloads last month - 7,099 stars on GitHub - 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 33 automl 33 timeseries 26 ensemble-learning 26 hyperparameter-optimization 25 transfer-learning 24 tabular-data 24 structured-data 24 object-detection 24 natural-language-processing 24 gluon 24 computer-vision 24 automated-machine-learning 24 autogluon 24 time-series-analysis 23 pandas 19 prediction 16 forecast 16 simulation 15 machine learning 15 time 15 statistics 13 verification 13 time-series-forecasting 13 evaluation 12 forecasting-models 12 series 11 time-series-regression 11 finance 11 modeling 11 validation 10 anomaly-detection 10 arima 10 time-series-classification 10 hydrology 10 observations 10 regression 10 noaa 10 prophet 9 econometrics 9 energy 9 classification 8 ai 8 data-mining 8 analysis 8 trend 8 timeseries-analysis 8 machinelearning 8 visualization 8 hierarchical 7 weather 7 deep learning 7 transformer 7 timeseries-forecasting 7 pytorch-lightning 7 neural-networks 6 image-classification 6 meteorology 6 seasonality 6 artificial intelligence 6 data-analysis 6 lightgbm 6 regression-models 5 xgboost 5 nowcasting 5 hacktoberfest 5 database 5 machine 5 r 5 learning 5 fbprophet 5 python3 5 dashboard 5 statsmodels 5 ARIMA 5 keras 4 lstm 4 nowcast 4 ml 4 robust-estimation 4 datasets 4 artificial-intelligence 4 count-model 4 generalized-linear-models 4 model 4 feature-engineering 4 autoregressive 4 hypothesis-testing 4 benchmark 4 climate 4 optimization 4 neural-network 4 benchmarking 4