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1. Analyst-Driven XAI for Time Series Forecasting: Analytics for Telecoms Maintenance

   The article discusses an interactive machine learning tool that enables analysts to interrogate modern forecasting models for time series data, promoting human-machine teaming to improve model management in telecoms maintenance.

   2024-09-19 Tags: time-series, forecasting, telecom, maintenance, human-in-the-loop, machine learning, explainable artificial intelligence, production engineering, xai by klotz
2. AutoGluon-TimeSeries: Every Time Series Forecasting Model In One Library

   A powerful library by Amazon — coding example included

   2024-01-06 Tags: machine learning, time series, amazon, github, forecasting, observability by klotz
3. Time Series Forecasting made easy with Darts | by Satyam Kumar | Aug, 2022 | Towards Data Science

   2022-08-20 Tags: time series, machine learning, forecasting, data science, facebook prophet, pandas, python by klotz
4. Explainable Time-Series Forecasting

   2021-12-28 Tags: explainable, time-series, forecasting, machine learning by klotz
5. Time Series Forecasting using TensorFlow and Deep Hybrid Learning | by Aditya Bhattacharya | Dec, 2020 | Towards Data Science

   2020-12-26 Tags: time series, forecasting, tensorflow, deep, learning, l by klotz
6. Anomaly Detection with Time Series Forecasting – Towards Data Science

   2019-03-04 Tags: arima, anomaly, time-series, machine learning, forecasting, lstm by klotz
7. “Time Series Forecasting with Prophet”

   2019-02-19 Tags: time series, forecasting, facebook, prophet, machine learning, python by klotz
8. Engineering Extreme Event Forecasting at Uber with Recurrent Neural Networks | Uber Engineering Blog

   2018-11-10 Tags: uber, deep learning, time series, forecasting by klotz
9. How to Develop Convolutional Neural Networks for Multi-Step Time Series Forecasting

   2018-10-08 Tags: time series, forecasting, tutorial, cnn, deep learning by klotz
10. Multi-step Time Series Forecasting with Machine Learning for Household Electricity Consumption

    2018-10-05 Tags: time series, data science, forecasting, machine learning by klotz

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