Topic: forecasting Goto Github

👇 Here are 2045 public repositories matching this topic...

aeon-toolkit / aeon
forecasting,A toolkit for conducting machine learning tasks with time series data
Organization: aeon-toolkit
Home Page: https://aeon-toolkit.org/
data-mining data-science forecasting machine-learning scikit-learn time-series time-series-analysis time-series-classification time-series-clustering time-series-regression

aistream-peelout / flow-forecast
forecasting,Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Organization: aistream-peelout
Home Page: https://flow-forecast.atlassian.net/wiki/spaces/FF/overview
deep-learning pytorch time-series-forecasting time-series transfer-learning deep-neural-networks transformer forecasting lstm time-series-regression state-of-the-art-models anomaly-detection time-series-analysis hacktoberfest

alkaline-ml / pmdarima
forecasting,A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Organization: alkaline-ml
Home Page: https://www.alkaline-ml.com/pmdarima
arima time-series forecasting forecasting-models python econometrics pmdarima machine-learning sarimax

amazon-science / chronos-forecasting
forecasting,Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
Organization: amazon-science
forecasting large-language-models llm machine-learning time-series foundation-models pretrained-models time-series-forecasting timeseries artificial-intelligence

arrobalytics / django-ledger
forecasting,Django Ledger is a double entry accounting system built on the Django Web Framework.
Organization: arrobalytics
Home Page: https://www.djangoledger.com
finance django django-framework django-application django-project accounting forecasting ledger-journal bookkeeping cashmanagement

autogluon / autogluon
forecasting,Fast and Accurate ML in 3 Lines of Code
Organization: autogluon
Home Page: https://auto.gluon.ai/
automl machine-learning data-science deep-learning ensemble-learning computer-vision natural-language-processing structured-data object-detection gluon

awslabs / gluonts
forecasting,Probabilistic time series modeling in Python
Organization: awslabs
Home Page: https://ts.gluon.ai
time-series deep-learning forecasting neural-networks machine-learning time-series-prediction time-series-forecasting mxnet pytorch aws sagemaker timeseries artificial-intelligence data-science torch

bashtage / arch
forecasting,ARCH models in Python
User: bashtage
arch volatility bootstrap multiple-comparison-procedures forecasting risk financial-econometrics time-series unit-root dickey-fuller

business-science / timetk
forecasting,Time series analysis in the `tidyverse`
Organization: business-science
Home Page: https://business-science.github.io/timetk/
time-series timeseries tidyverse dplyr tidyquant tidy tibble coercion-functions time forecasting

cure-lab / ltsf-linear
forecasting,[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Organization: cure-lab
deep-learning forecasting forecasting-model linear-models pytorch time-series time-series-forecasting time-series-prediction aaai aaai2023

cure-lab / scinet
forecasting,The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
Organization: cure-lab
deep-neural-networks forecasting temporal-networks time-series time-series-analysis time-series-forecasting

facebook / prophet
forecasting,Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Organization: facebook
Home Page: https://facebook.github.io/prophet
forecasting r python

firmai / atspy
forecasting,AtsPy: Automated Time Series Models in Python (by @firmai)
User: firmai
Home Page: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3580631
automated finance forecasting forecasting-models python time-series time-series-analysis

functime-org / functime
forecasting,Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.
Organization: functime-org
Home Page: https://docs.functime.ai
forecasting machine-learning python time-series polars feature-engineering panel-data

jdb78 / pytorch-forecasting
forecasting,Time series forecasting with PyTorch
User: jdb78
Home Page: https://pytorch-forecasting.readthedocs.io/
pytorch forecasting gpu uncertainty timeseries-forecasting pytorch-lightning deep-learning neural-networks timeseries machine-learning

joaquinamatrodrigo / skforecast
forecasting,Time series forecasting with scikit-learn models
User: joaquinamatrodrigo
Home Page: https://skforecast.org
forecasting scikit-learn machine-learning python data-science exogenous-predictors time-series direct-forecasting multi-series-forecasting multi-step-forecasting

julesbelveze / time-series-autoencoder
forecasting,PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series
User: julesbelveze
autoencoder lstm-autoencoder attention-mechanisms time-series multivariate-timeseries pytorch forecasting

kennethleungty / failed-ml
forecasting,Compilation of high-profile real-world examples of failed machine learning projects
User: kennethleungty
Home Page: https://towardsdatascience.com/when-ai-goes-astray-high-profile-machine-learning-mishaps-in-the-real-world-26bd58692195
ai artificial-intelligence classification computer-vision data-engineering data-quality data-science deep-learning failed-data-science failed-machine-learning failed-ml fml forecasting machine-learning ml natural-language-processing production recsys regression

longxingtan / time-series-prediction
forecasting,tfts: Time Series Deep Learning Models in TensorFlow
User: longxingtan
Home Page: https://time-series-prediction.readthedocs.io/en/latest/
tensorflow seq2seq wavenet tf2 time-series transformer deep-learning machine-learning forecasting prediction

mindsdb / mindsdb
forecasting,The platform for customizing AI from enterprise data
Organization: mindsdb
Home Page: https://mindsdb.com
ml artificial-intelligence hacktoberfest mysql huggingface llm ai mongodb postgres timeseries

nilmtk / nilmtk
forecasting,Non-Intrusive Load Monitoring Toolkit (nilmtk)
Organization: nilmtk
Home Page: http://nilmtk.github.io
algorithms disaggregation energy energy-disaggregation forecasting ipython-notebook nilm nilm-algorithms nilmtk python

nirantk / awesome-project-ideas
forecasting,Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
User: nirantk
Home Page: http://www.nirantk.com/awesome-project-ideas/
deep-learning forecasting machine-learning classification series-forecasting image-classification awesome-list awesome dataset multi-label-classification

nixtla / hierarchicalforecast
forecasting,Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/hierarchicalforecast
econometrics forecasting forecasting-models statistics time-series coherent hierarchical hierarchical-forecast bottomup erm

nixtla / mlforecast
forecasting,Scalable machine 🤖 learning for time series forecasting.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/mlforecast
forecast forecasting machine-learning lightgbm xgboost dask python time-series

nixtla / neuralforecast
forecasting,Scalable and user friendly neural :brain: forecasting algorithms.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/neuralforecast
deep-learning forecasting esrnn nbeats nbeatsx time-series pytorch transformer nhits neural-network

nixtla / nixtla
forecasting,Python SDK for TimeGPT, a foundational time series model
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/nixtla
time-series time-series-forecasting machine-learning deep-learning forecasting gpt generative-ai-time-series timegpt

nixtla / statsforecast
forecasting,Lightning ⚡️ fast forecasting with statistical and econometric models.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/statsforecast
time-series statistics forecasting arima econometrics machine-learning python exponential-smoothing ets baselines

nvidia / deeplearningexamples
forecasting,State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Organization: nvidia
computer-vision deep-learning drug-discovery forecasting large-language-models mxnet nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation

ourownstory / neural_prophet
forecasting,NeuralProphet: A simple forecasting package
User: ourownstory
Home Page: https://neuralprophet.com
forecasting time-series machine-learning fbprophet prophet forecast artificial-intelligence prediction trend seasonality

postgresml / postgresml
forecasting,The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
Organization: postgresml
Home Page: https://postgresml.org
ml machine-learning ai ann artificial-intelligence classification embeddings javascript knn llm

qingsongedu / awesome-ai-for-time-series-papers
forecasting,A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
User: qingsongedu
timeseries timeseries-analysis timeseries-forecasting timeseries-prediction timeseriesclassification anomalydetection changepoint-detection classification forecasting missing-data

qingsongedu / awesome-timeseries-spatiotemporal-lm-llm
forecasting,A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
User: qingsongedu
anomalydetection autoscaling deeplearning forecasting foundation-models large-language-models large-models machinelearning pre-training rca timeseries

qingsongedu / time-series-transformers-review
forecasting,A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
User: qingsongedu
timeseries transformer forecasting anomalydetection classification timeseries-analysis time-series time-series-forecasting machine-learning deep-learning

robjhyndman / forecast
forecasting,Forecasting Functions for Time Series and Linear Models
User: robjhyndman
Home Page: http://pkg.robjhyndman.com/forecast
forecasting forecast cran r

salesforce / merlion
forecasting,Merlion: A Machine Learning Framework for Time Series Intelligence
Organization: salesforce
time-series anomaly-detection forecasting machine-learning benchmarking automl ensemble-learning

scorpionhiccup / stockpriceprediction
forecasting,Stock Price Prediction using Machine Learning Techniques
User: scorpionhiccup
Home Page: http://scorpionhiccup.github.io/StockPricePrediction
machine-learning supervised-learning stock-price-forecasting forecasting rnn lstm lstm-neural-networks video concept-video analysis

sjvasquez / web-traffic-forecasting
forecasting,Kaggle | Web Traffic Forecasting 📈
User: sjvasquez
convolutional-neural-networks forecasting tensorflow time-series

sktime / sktime
forecasting,A unified framework for machine learning with time series
Organization: sktime
Home Page: https://www.sktime.net
time-series machine-learning scikit-learn time-series-classification time-series-regression forecasting time-series-analysis data-science data-mining hacktoberfest

statsmodels / statsmodels
forecasting,Statsmodels: statistical modeling and econometrics in Python
Organization: statsmodels
Home Page: http://www.statsmodels.org/devel/
python statistics econometrics data-analysis generalized-linear-models timeseries-analysis regression-models count-model data-science forecasting

tidyverts / fable
forecasting,Tidy time series forecasting
Organization: tidyverts
Home Page: https://fable.tidyverts.org
forecasting

time-series-foundation-models / lag-llama
forecasting,Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
Organization: time-series-foundation-models
forecasting foundation-models time-series time-series-forecasting timeseries timeseries-forecasting llama time-series-prediction time-series-transformer transformers

timeseriesai / tsai
forecasting,Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Organization: timeseriesai
Home Page: https://timeseriesai.github.io/tsai/
classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

tinkoff-ai / etna
forecasting,ETNA – Time-Series Library
Organization: tinkoff-ai
Home Page: https://etna.tinkoff.ru
python machine-learning time-series forecasting timeseries deep-learning

uber / orbit
forecasting,A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Organization: uber
Home Page: https://orbit-ml.readthedocs.io/en/stable/
python forecasting bayesian exponential-smoothing pyro stan pystan probabilistic-programming probabilistic forecast

unit8co / darts
forecasting,A python library for user-friendly forecasting and anomaly detection on time series.
Organization: unit8co
Home Page: https://unit8co.github.io/darts/
python time-series forecasting machine-learning deep-learning anomaly-detection data-science

wenjiedu / pypots
forecasting,A Python toolbox/library for reality-centric machine/deep learning and data mining on partially-observed time series with PyTorch, including SOTA neural network models for science tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data.
User: wenjiedu
Home Page: https://pypots.com
time-series missing-data missing-values machine-learning partially-observed-time-series time-series-analysis imputation classification forecasting clustering

winedarksea / autots
forecasting,Automated Time Series Forecasting
User: winedarksea
time-series machine-learning automl autots forecasting deep-learning preprocessing feature-engineering

zhouhaoyi / etdataset
forecasting,The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
User: zhouhaoyi
electricity-transformer-dataset dataset forecasting long-sequence

zhouhaoyi / informer2020
forecasting,The GitHub repository for the paper "Informer" accepted by AAAI 2021.
User: zhouhaoyi
deep-learning self-attention time-series pytorch forecasting transformer

zillow / luminaire
forecasting,Luminaire is a python package that provides ML driven solutions for monitoring time series data.
Organization: zillow
Home Page: https://zillow.github.io/luminaire
automl anomaly-detection outlier-detection forecasting time-series