Nixtla

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37 repositories

nixtla
Public
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
machine-learning deep-learning time-series artificial-intelligence forecasting gpt anomaly-detection time-series-forecasting gpts llm
Jupyter Notebook
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Other
•200•2.4k•29•5•Updated Jan 2, 2025Jan 2, 2025
docs
Public
JavaScript
•1•2•0•0•Updated Jan 2, 2025Jan 2, 2025
neuralforecast
Public
Scalable and user friendly neural 🧠 forecasting algorithms.
machine-learning deep-neural-networks deep-learning time-series neural-network pytorch transformer forecasting tft hint
Python
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Apache License 2.0
•370•3.2k•107•13•Updated Jan 2, 2025Jan 2, 2025
statsforecast
Public
Lightning ⚡️ fast forecasting with statistical and econometric models.
python data-science machine-learning statistics time-series econometrics forecasting predictions arima theta
Python
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Apache License 2.0
•293•4.1k•95•6•Updated Dec 30, 2024Dec 30, 2024
coreforecast
Public
Fast implementations of common forecasting routines
Python
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Apache License 2.0
•4•31•1•0•Updated Dec 30, 2024Dec 30, 2024
hierarchicalforecast
Public
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
python statistics timeseries time-series reconciliation econometrics forecasting hierarchical mint forecasting-models
Python
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Apache License 2.0
•78•606•20•3•Updated Dec 19, 2024Dec 19, 2024
nixtlar
Public
R SDK for TimeGPT
R
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Apache License 2.0
•7•25•15•0•Updated Dec 19, 2024Dec 19, 2024
mlforecast
Public
Scalable machine 🤖 learning for time series forecasting.
python machine-learning time-series forecast xgboost forecasting lightgbm dask
Python
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Apache License 2.0
•91•930•15•1•Updated Dec 16, 2024Dec 16, 2024
datasetsforecast
Public
Datasets for time series forecasting
forecasting datasets
Jupyter Notebook
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MIT License
•8•84•1•1•Updated Dec 16, 2024Dec 16, 2024
utilsforecast
Public
Python
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Apache License 2.0
•8•47•1•0•Updated Dec 9, 2024Dec 9, 2024
transfer-learning-time-series
Public
Transfer 🤗 Learning for Time Series Forecasting
Jupyter Notebook
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MIT License
•32•239•2•0•Updated Dec 5, 2024Dec 5, 2024
examples
Public
Time-series forecasting examples using the nixtlaverse and TimeGPT
Creative Commons Attribution 4.0 International
•1•1•0•0•Updated Sep 18, 2024Sep 18, 2024
popol-vuh
Public
Popol Vuh: Nixtla's operating system
Python
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MIT License
•2•6•1•0•Updated Aug 5, 2024Aug 5, 2024
nixtla-commons
Public
Nixtla shared assets
CSS
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Apache License 2.0
•1•3•0•0•Updated Aug 5, 2024Aug 5, 2024
azureml-examples
Public
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
Jupyter Notebook
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MIT License
•1.5k•1•0•6•Updated Jul 25, 2024Jul 25, 2024
api-status-pixel
Public archive
JavaScript
•0•0•0•0•Updated Jul 12, 2024Jul 12, 2024
inkeep-ai-api-python
Public
python sdk for inkeep
MIT License
•0•0•0•0•Updated Jun 4, 2024Jun 4, 2024
public-slides
Public
Nixtla Public Slides
Python
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Apache License 2.0
•1•6•1•0•Updated May 23, 2024May 23, 2024
tsfeatures
Public
Calculates various features from time series data. Python implementation of the R package tsfeatures.
errors metrics forecasting features m4 tsfeatures fforma python time-series
Python
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Apache License 2.0
•44•375•7•1•Updated Apr 23, 2024Apr 23, 2024
vantage
Public
Use TimeGPT to predict cloud costs and detect anomalies.
Python
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MIT License
•1•11•0•4•Updated Oct 18, 2023Oct 18, 2023
timegpt-forecaster-streamlit
Public
TimeGPT forecaster example using streamlit
Python
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MIT License
•13•35•2•0•Updated Aug 5, 2023Aug 5, 2023
hierarchicalforecast-sparse
Public
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
Python
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Apache License 2.0
•78•2•0•0•Updated Jul 12, 2023Jul 12, 2023
how-to-contribute-nixtlaverse
Public
Instruction to contribute to the Nixtla libraries
MIT License
•1•3•0•0•Updated Jun 10, 2023Jun 10, 2023
fpp3-python
Public
Forecasting: principles and practice in python
Jupyter Notebook
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Apache License 2.0
•21•95•0•0•Updated Jun 9, 2023Jun 9, 2023
nixtlaverse-issue-template
Public
0•0•0•0•Updated Jun 6, 2023Jun 6, 2023
driverlessai-recipes
Public
Recipes for Driverless AI
Python
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Apache License 2.0
•93•2•0•0•Updated Mar 24, 2023Mar 24, 2023
dashcon-2020-all-your-queues
Public
Repo for DashCon 2020 talk All Your Queues Belong To Us: Optimizing the human in the loop
Jupyter Notebook
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BSD 2-Clause "Simplified" License
•3•1•0•0•Updated Feb 17, 2023Feb 17, 2023
styles
Public
CSS
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Apache License 2.0
•0•0•0•0•Updated Dec 2, 2022Dec 2, 2022
blog
Public
Jupyter Notebook
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Apache License 2.0
•1•1•0•0•Updated Nov 4, 2022Nov 4, 2022
methodologies
Public
Methodologies for Nixtla contributors
Shell
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GNU General Public License v3.0
•1•0•0•0•Updated Nov 3, 2022Nov 3, 2022