Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
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Sep 17, 2025 - Python
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forecasting
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State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
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Aug 12, 2024 - Jupyter Notebook
Statsmodels: statistical modeling and econometrics in Python
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Oct 17, 2025 - Python
Fast and Accurate ML in 3 Lines of Code
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Sep 26, 2025 - Python
A unified framework for machine learning with time series
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Oct 18, 2025 - Python
A python library for user-friendly forecasting and anomaly detection on time series.
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Oct 17, 2025 - Python
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
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Mar 13, 2023
Postgres with GPUs for ML/AI apps.
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Jul 1, 2025 - Rust
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
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Jun 20, 2025 - Python
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
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Jul 29, 2025 - Jupyter Notebook
Probabilistic time series modeling in Python
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Aug 14, 2025 - Python
Time series forecasting with PyTorch
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Oct 10, 2025 - Python
Lightning ⚡️ fast forecasting with statistical and econometric models.
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Oct 15, 2025 - Python
Merlion: A Machine Learning Framework for Time Series Intelligence
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Jun 20, 2024 - Python
NeuralProphet: A simple forecasting package
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Jan 8, 2025 - Python
Scalable and user friendly neural 🧠 forecasting algorithms.
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Oct 16, 2025 - Python
Chronos: Pretrained Models for Probabilistic Time Series Forecasting
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Sep 5, 2025 - Python
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 🚀.
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Oct 17, 2025 - Jupyter Notebook
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
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Aug 8, 2024
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
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Jan 27, 2024 - Python
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