Industrial time series forecasting with Static Transformer (R²>0.9, <5ms inference）
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Feb 13, 2026 - Python
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time-series-forecasting-pipeline
Here are 16 public repositories matching this topic...
Predictive maintenance and quality control system for manufacturing. Uses sensor data and computer vision to predict equipment failures, optimize production lines, and detect product defects in real-time.
iot quality-control computer-vision manufacturing iot-application computer-vision-algorithms predictive-maintenance time-series-forecasting industrial-ai computer-vision-opencv manufacturing-execution-system manufacturing-intelligence industrial-ai-lab time-series-forecasting-pipeline predictive-maintenance-scheduling
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Nov 7, 2025 - Python
Real-time energy forecasting platform that predicts building consumption from live weather, helping grid operators balance supply against demand
docker apache-spark pyspark apache-kafka gradient-boosting spark-mllib spark-structured-streaming time-series-forecasting-pipeline
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Aug 19, 2026 - Jupyter Notebook
Day-ahead electricity price forecasting for the Greek bidding zone (ENTSO-E): leakage-free LightGBM beating naive baselines by 28%, adaptive conformal prediction intervals, and a GitHub Pages dashboard with daily auto-updating forecasts.
python machine-learning forecast lightgbm electricity greece forecasting-models time-series-forecasting conformal-prediction entso-e day-ahead-market electricity-forecasting time-series-forecasting-pipeline
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Aug 24, 2026 - Python
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting — ICLR 2024 in TensorFlow 2.x
imputation anomaly-detection time-series-forecasting tensorflow-deep-learning iclr2024 time-series-forecasting-pipeline mlp-multiscale-timemixer classification-keras
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May 29, 2026 - Python
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Sep 6, 2025 - Python
[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
evaluation model-management time-series-models dataset-management time-series-model time-series-forecasting-pipeline
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Oct 5, 2025 - Shell
Прогнозирование цен криптовалют с использованием Deep Learning. Сравнение производительности LSTM, GRU и BiLSTM на волатильных и структурированных данных.
deep-learning time-series tensorflow cryptocurrency lstm gru forecasting blstm time-series-forecasting deep-learning-networks time-series-forecasting-pipeline
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Apr 2, 2026 - Jupyter Notebook
An intelligent, data-driven framework designed to monitor user interaction metrics in digital environments, classify attention states, and forecast focus trends over time using machine learning and time-series analysis.
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Jul 2, 2026 - Python
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
visualization finance spider multi-agent knowledge-graph data-extraction paper-writing agents quantitative-trading data-governance spatiotemporal-forecasting information-integration spatiotemporal-data-analysis research-agent medical-research-agent time-series-forecasting-pipeline paper-writing-agent
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Aug 13, 2026 - Python
XGBoost-based multivariate time series forecasting pipeline for temperature prediction across multiple horizons.
python machine-learning xgboost feature-engineering hyperparameter-tuning time-series-forecasting weather-forecasting time-series-forecasting-pipeline multioutput-regression
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Jun 26, 2026 - Python
A Library for Advanced Deep Time Series Models.
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Sep 10, 2025 - Python
A time-series forecasting system for predicting PICU (Pediatric ICU) bed utilization using SARIMAX, automated data pipelines, and an interactive Streamlit dashboard.
python data-science machine-learning-models streamlit-webapp healthcare-analytics sarimax-model time-series-forecasting-pipeline icu-forecasting
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Dec 5, 2025 - Jupyter Notebook
Financial Time Series Benchmark
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Sep 10, 2025 - Python
RAME: a residual-augmented meta-ensemble for 24-hour urban ozone forecasting
deep-learning reproducible-research ozone air-quality lstm gru ensemble-learning bidirectional-rnn bidirectional-gru bidirectional-lstm deep-learning-framework tcn time-series-forecasting deep-learning-models ensemble-learning-model air-quality-prediction deep-learning-projects air-quality-monitoring time-series-forecasting-pipeline
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Aug 22, 2026 - Python
iot quality-control computer-vision manufacturing iot-application computer-vision-algorithms predictive-maintenance time-series-forecasting industrial-ai computer-vision-opencv manufacturing-execution-system manufacturing-intelligence industrial-ai-lab time-series-forecasting-pipeline predictive-maintenance-scheduling
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Aug 24, 2026 - Python
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