Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
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Oct 21, 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 22, 2025 - Python
Fast and Accurate ML in 3 Lines of Code
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Oct 23, 2025 - Python
A unified framework for machine learning with time series
data-science machine-learning data-mining ai time-series scikit-learn forecasting hacktoberfest time-series-analysis anomaly-detection time-series-classification time-series-regression time-series-segmentation sktime changepoint-detection
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Oct 19, 2025 - Python
A python library for user-friendly forecasting and anomaly detection on time series.
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Oct 18, 2025 - Python
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
machine-learning awesome deep-learning dataset forecasting classification image-classification awesome-list multi-label-classification series-forecasting
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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
python data-science machine-learning ai timeseries deep-learning gpu pandas pytorch artificial-intelligence uncertainty neural-networks forecasting hacktoberfest temporal timeseries-forecasting pytorch-lightning
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Oct 19, 2025 - Python
Lightning ⚡️ fast forecasting with statistical and econometric models.
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Oct 20, 2025 - Python
Merlion: A Machine Learning Framework for Time Series Intelligence
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Jun 20, 2024 - Python
NeuralProphet: A simple forecasting package
python machine-learning timeseries deep-learning time-series neural-network prediction pytorch artificial-intelligence forecast forecasting trend prophet neural fbprophet seasonality autoregression forecasting-model forecasting-algorithm neuralprophet
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Jan 8, 2025 - Python
Chronos: Pretrained Models for Probabilistic Time Series Forecasting
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Oct 22, 2025 - Jupyter Notebook
Scalable and user friendly neural 🧠 forecasting algorithms.
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Oct 16, 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 🚀.
machine-learning deep-learning time-series artificial-intelligence forecasting gpt anomaly-detection time-series-forecasting gpts llm timegpt generative-ai-time-series
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Oct 23, 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?"
deep-learning time-series pytorch forecasting linear-models aaai time-series-prediction time-series-forecasting forecasting-model aaai2023
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Jan 27, 2024 - Python
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