PinnedNikos KafritsasinTowards Data ScienceTime-Series Forecasting: Deep Learning vs Statistics — Who Wins?A comprehensive guide on the ultimate dilemma·14 min read·Apr 5, 2023--16--16
PinnedNikos KafritsasinTowards Data ScienceN-BEATS : Time-Series Forecasting with Neural Basis ExpansionA Deep Learning model that provides accuracy and interpretability·12 min read·Nov 25, 2022--3--3
PinnedNikos KafritsasinTowards Data ScienceTemporal Fusion Transformer: Time Series Forecasting with Deep Learning — Complete TutorialCreate accurate & interpretable predictions·12 min read·Nov 5, 2022--26--26
PinnedNikos KafritsasinTowards Data ScienceThe Best Deep Learning Models for Time Series ForecastingEverything you need to know about Time Series and Deep Learning·10 min read·Dec 20, 2021--12--12
PinnedNikos KafritsasinTowards Data ScienceTemporal Fusion Transformer: Time Series Forecasting with InterpretabilityGoogle’s state-of-the-art Transformer has it all·13 min read·Nov 23, 2021--11--11
Nikos KafritsasinTowards Data ScienceMOMENT: A Foundation Model for Time Series Forecasting, Classification, Anomaly DetectionA unified model that covers multiple time-series tasks·11 min read·Apr 27, 2024--3--3
Nikos KafritsasinTowards Data ScienceMOIRAI: Salesforce’s Foundation Model for Time-Series ForecastingCode, model weights, and data will be released soon·10 min read·Mar 15, 2024--4--4
Nikos KafritsasinTowards Data ScienceTimesFM: Google’s Foundation Model For Time-Series ForecastingA new age for time series·9 min read·Feb 28, 2024--6--6
Nikos KafritsasinTowards Data ScienceAutoGluon-TimeSeries: Every Time Series Forecasting Model In One LibraryA powerful library by Amazon — coding example included·8 min read·Jan 5, 2024--10--10
Nikos KafritsasinTowards Data ScienceToolFormer: Guiding AI Models To Use External ToolsMeta’s LLM teaches itself to call External APIs·14 min read·Oct 23, 2023----