Benchmarking Neural Prophet. Part I — Neural Prophet vs Facebook Prophet.

Valeriy Manokhin, PhD, MBA, CQF
8 min readDec 19, 2021

In 2020–2021 have written many LinkedIn posts explaining 𝘁𝗵𝗮𝘁 𝗳𝗮𝗰𝗲𝗯𝗼𝗼𝗸 𝗽𝗿𝗼𝗽𝗵𝗲𝘁 𝗶𝘀 𝗮 𝗻𝗼𝗻-𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗶𝗻𝗴 𝗳𝗼𝗿𝗲𝗰𝗮𝘀𝘁𝗶𝗻𝗴 𝗮𝗹𝗴𝗼𝗿𝗶𝘁𝗵𝗺 𝘁𝗵𝗮𝘁 𝗻𝗼𝘁 𝗼𝗻𝗹𝘆 𝗱𝗼𝗲𝘀 𝗻𝗼𝘁 𝘄𝗼𝗿𝗸 𝗮𝗰𝗿𝗼𝘀𝘀 𝗮𝗻𝘆 𝗿𝗲𝗮𝘀𝗼𝗻𝗮𝗯𝗹𝗲 𝘀𝗲𝘁 𝗼𝗳 𝘁𝗶𝗺𝗲𝘀𝗲𝗿𝗶𝗲𝘀 𝗱𝗮𝘁𝗮𝘀𝗲𝘁𝘀, but also 🆄🅽🅳🅴🆁🅿🅴🆁🅵🅾🆁🅼🆂 🅼🅾🆂🆃 🅾🅵 🅾🆃🅷🅴🆁 🅵🅾🆁🅴🅲🅰🆂🆃🅸🅽🅶 🅰🅻🅶🅾🆁🅸🆃🅷🅼🆂.

2022 update: Meta has discontinued all claims made by the original Facebook Prophet…

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Valeriy Manokhin, PhD, MBA, CQF

Principal Data Scientist, PhD in Machine Learning, creator of Awesome Conformal Prediction 👍Tip: hold down the Clap icon for up x50