A Library for Advanced Deep Time Series Models.
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Jul 28, 2025 - Python
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time-series
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Fast and Accurate ML in 3 Lines of Code
python data-science machine-learning natural-language-processing computer-vision deep-learning time-series scikit-learn tabular-data pytorch forecasting hyperparameter-optimization ensemble-learning object-detection transfer-learning structured-data gluon automl automated-machine-learning autogluon
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Aug 5, 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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Aug 8, 2025 - Python
A python library for user-friendly forecasting and anomaly detection on time series.
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Aug 1, 2025 - Python
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
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Jun 20, 2025 - Python
All-in-One Development Tool based on PaddlePaddle
ocr time-series deployment speech-recognition classification segmentation object-detection ai-pipelines layout-detection formula-recognition pp-chatocr pdf2markdown
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Jul 30, 2025 - Python
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
finance data-science machine-learning time-series trading data-visualization cryptocurrency portfolio-optimization trading-strategies quantitative-finance algorithmic-trading backtesting quantitative-analysis algorithmic-traiding
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Jun 29, 2025 - Python
Probabilistic time series modeling in Python
aws data-science machine-learning timeseries deep-learning time-series mxnet torch pytorch artificial-intelligence neural-networks forecasting time-series-prediction time-series-forecasting sagemaker
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Jun 27, 2025 - Python
Lightning ⚡️ fast forecasting with statistical and econometric models.
python data-science machine-learning statistics time-series econometrics forecasting predictions arima theta prophet automl naive ets fbprophet exponential-smoothing baselines neuralprophet seasonal-naive mstl
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Aug 5, 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
Scalable and user friendly neural 🧠 forecasting algorithms.
machine-learning deep-neural-networks deep-learning time-series neural-network pytorch transformer forecasting tft hint baselines probabilistic-forecasting robust-regression hierarchical-forecasting deepar baselines-zoo nbeats esrnn nbeatsx nhits
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Aug 4, 2025 - Python
Chronos: Pretrained Models for Probabilistic Time Series Forecasting
machine-learning timeseries time-series transformers artificial-intelligence forecasting pretrained-models time-series-forecasting huggingface huggingface-transformers foundation-models large-language-models llm
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Aug 5, 2025 - Python
An environmental monitoring and regulation system
python raspberry-pi relay automation environment monitoring time-series graphs timer pid plants regulation sensors measurements mushroom grow cultivation hydroponic
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Jul 1, 2025 - Python
Synthetic data generation for tabular data
machine-learning deep-learning time-series generative-adversarial-network gan generative-model data-generation gans synthetic-data sdv multi-table synthetic-data-generation relational-datasets generative-ai generativeai
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Aug 7, 2025 - Python
The machine learning toolkit for time series analysis in Python
python machine-learning timeseries time-series dtw machine-learning-algorithms machinelearning dynamic-time-warping time-series-analysis time-series-clustering time-series-classification
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Aug 7, 2025 - Python
[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
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
deep-neural-networks deep-learning time-series pytorch transformer lstm forecasting transfer-learning hacktoberfest time-series-analysis anomaly-detection time-series-forecasting time-series-regression state-of-the-art-models
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Aug 8, 2025 - Python
[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
machine-learning deep-learning time-series language-model time-series-analysis time-series-forecast time-series-forecasting multimodal-deep-learning cross-modality multimodal-time-series cross-modal-learning prompt-tuning large-language-models
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Nov 3, 2024 - Python
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