Andreas Motl

Results 1495 comments of Andreas Motl

Dear @wetterfrosch, at https://github.com/daq-tools/kotori/issues/69#issuecomment-1847991685, you shared an insight about how Shelly devices publish their data to the MQTT broker. Thanks. > I am stumbling upon devices from the manufacturer shelly...

May I ask if we are looking at a Gen1 or Gen2 device here, and which specific one? - https://shelly-api-docs.shelly.cloud/gen1/#mqtt-support - https://shelly-api-docs.shelly.cloud/gen2/ComponentsAndServices/Mqtt#step-6-receive-notifications-over-mqtt It looks like Gen1 devices use MQTT prefixes...

## ATFNet > Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting. https://github.com/YHYHYHYHYHY/ATFNet

## EarthPT > A simple repository for training time series large observation models. This repository began its life as Andrej Karpathy's [nanoGPT](https://github.com/karpathy/nanoGPT), and has been altered so that it is...

## TinyTimeMixer (TTM) ### About > TinyTimeMixers (TTMs) are compact pre-trained models for Multivariate Time-Series Forecasting, open-sourced by IBM Research. With less than 1 Million parameters, TTM introduces the notion...

## Neural 🧠 Forecast ### About > **NeuralForecast** offers a large collection of neural forecasting models focused on their usability, and robustness. The models range from classic networks like `MLP`,...

## Awesome AI for Time Series (AI4TS) Papers, Tutorials, and Surveys > A professionally curated list of papers (with available code), tutorials, and surveys on recent AI for Time Series...

## PatchTST (ICLR 2023) > We propose an efficient design of Transformer-based models for multivariate time series forecasting and self-supervised representation learning. It is based on two key components: (i)...

## tsai _State-of-the-art Deep Learning library for Time Series and Sequences._ > `tsai` is an open-source deep learning package built on top of Pytorch & fastai focused on state-of-the-art techniques...

## skforecast > Time series forecasting with scikit-learn models. > Skforecast is a Python library that eases using scikit-learn regressors as single and multi-step forecasters. It also works with any...