lmssdd

Plegma-Dataset

battery_sim

Home assistant home battery simulator - allows you to model how much energy you would save with a home battery

hass-virtual

Virtual Components for Home Assistant

versatile_thermostat

A full featured Thermostat for Home Assistant: presets, window, motion, presence and overpowering management

solar_optimizer

The Solar Optimizer integration for Home Assistant starts and stops your equipments depending on the Solar net production

pykan

Kolmogorov Arnold Networks

CityLearn

Official reinforcement learning environment for demand response and load shaping

causality

Tools for causal analysis

QuantileFcstComb

PVODataset

LoadProfileGenerator

Program for generating load curves for residential consumers. Agentbased and extremly detailed.

LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

synconn_build

synconn_build: Synthetic dataset generator for testing control-oriented neural networks for building dynamics

pylpg

Python interface for the LoadProfileGenerator

pytorch-distributions

Basic VAE flow using pytorch distributions

SimVP

The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.

UniWeat

Unified Framework for Weather Prediction

OpenSTL

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

qpn-simvp

Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning

ConvLSTM-PyTorch

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

mooc-machine-learning-weather-climate

FourCastNet

Initial public release of code, data, and model weights for FourCastNet

climetlab

Python package for easy access to weather and climate data

graph_weather

PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

WPuQ

ClimateBench

ESEm

Easy emulating of geophysical models including (but not limited to!) Earth System Models.

WeatherBench

A benchmark dataset for data-driven weather forecasting

pytorch_forward_forward

Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

tsfresh

Automatic extraction of relevant features from time series: