Topic: forecasting Goto Github
Some thing interesting about forecasting
Some thing interesting about forecasting
forecasting,A toolkit for conducting machine learning tasks with time series data
Organization: aeon-toolkit
Home Page: https://aeon-toolkit.org/
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
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
forecasting,Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
Organization: amazon-science
forecasting,Django Ledger is a double entry accounting system built on the Django Web Framework.
Organization: arrobalytics
Home Page: https://www.djangoledger.com
forecasting,Fast and Accurate ML in 3 Lines of Code
Organization: autogluon
Home Page: https://auto.gluon.ai/
forecasting,Probabilistic time series modeling in Python
Organization: awslabs
Home Page: https://ts.gluon.ai
forecasting,ARCH models in Python
User: bashtage
forecasting,Time series analysis in the `tidyverse`
Organization: business-science
Home Page: https://business-science.github.io/timetk/
forecasting,[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Organization: cure-lab
forecasting,The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
Organization: cure-lab
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,AtsPy: Automated Time Series Models in Python (by @firmai)
User: firmai
Home Page: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3580631
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,Time series forecasting with PyTorch
User: jdb78
Home Page: https://pytorch-forecasting.readthedocs.io/
forecasting,Time series forecasting with scikit-learn models
User: joaquinamatrodrigo
Home Page: https://skforecast.org
forecasting,PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series
User: julesbelveze
forecasting,Compilation of high-profile real-world examples of failed machine learning projects
User: kennethleungty
forecasting,tfts: Time Series Deep Learning Models in TensorFlow
User: longxingtan
Home Page: https://time-series-prediction.readthedocs.io/en/latest/
forecasting,The platform for customizing AI from enterprise data
Organization: mindsdb
Home Page: https://mindsdb.com
forecasting,Non-Intrusive Load Monitoring Toolkit (nilmtk)
Organization: nilmtk
Home Page: http://nilmtk.github.io
forecasting,Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
User: nirantk
Home Page: http://www.nirantk.com/awesome-project-ideas/
forecasting,Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/hierarchicalforecast
forecasting,Scalable machine 🤖 learning for time series forecasting.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/mlforecast
forecasting,Scalable and user friendly neural :brain: forecasting algorithms.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/neuralforecast
forecasting,Python SDK for TimeGPT, a foundational time series model
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/nixtla
forecasting,Lightning ⚡️ fast forecasting with statistical and econometric models.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/statsforecast
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
forecasting,NeuralProphet: A simple forecasting package
User: ourownstory
Home Page: https://neuralprophet.com
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
forecasting,A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
User: qingsongedu
forecasting,A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
User: qingsongedu
forecasting,A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
User: qingsongedu
forecasting,Forecasting Functions for Time Series and Linear Models
User: robjhyndman
Home Page: http://pkg.robjhyndman.com/forecast
forecasting,Merlion: A Machine Learning Framework for Time Series Intelligence
Organization: salesforce
forecasting,Stock Price Prediction using Machine Learning Techniques
User: scorpionhiccup
Home Page: http://scorpionhiccup.github.io/StockPricePrediction
forecasting,Kaggle | Web Traffic Forecasting 📈
User: sjvasquez
forecasting,A unified framework for machine learning with time series
Organization: sktime
Home Page: https://www.sktime.net
forecasting,Statsmodels: statistical modeling and econometrics in Python
Organization: statsmodels
Home Page: http://www.statsmodels.org/devel/
forecasting,Tidy time series forecasting
Organization: tidyverts
Home Page: https://fable.tidyverts.org
forecasting,Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
Organization: time-series-foundation-models
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/
forecasting,ETNA – Time-Series Library
Organization: tinkoff-ai
Home Page: https://etna.tinkoff.ru
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/
forecasting,A python library for user-friendly forecasting and anomaly detection on time series.
Organization: unit8co
Home Page: https://unit8co.github.io/darts/
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
forecasting,Automated Time Series Forecasting
User: winedarksea
forecasting,The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
User: zhouhaoyi
forecasting,The GitHub repository for the paper "Informer" accepted by AAAI 2021.
User: zhouhaoyi
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
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