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BASOPRA - BAttery Schedule OPtimizer for Residential Applications. Daily battery schedule optimizer (i.e. 24 h optimization framework), assuming perfect day-ahead forecast of the electricity demand load and solar PV generation in order to determine the maximum economic potential regardless of the forecast strategy used. Include the use of different applications which residential batteries can perform from a consumer perspective. Applications such as avoidance of PV curtailment, demand load-shift

Dss Plugin Timeseries Forecast ⭐ 17

Dataiku DSS plugin to automate time series forecasting with Deep Learning and statistical models 📈

Hc Api Python ⭐ 17

Python SDK for HouseCanary API

Cosmicpy ⭐ 16

An interactive python package for cosmology and parameter forecasts.

Forecast_rodeo ⭐ 16

Python package for downloading GFS reforecast V2 grib files (Global Forecast System; NOAA).

Oil & Gas Decline Curve Analysis Package

Bom_forecast ⭐ 15

BOM Australian Weather Forecast via FTP

A package for downloading and handling forecasts for the National Electricity Market (NEM) from the Australian Energy Market Operator (AEMO).

Nhc Cones ⭐ 15

Plots all 5 day forecast cones onto the NHC 7 day forecast imagery

Climatelearn ⭐ 14

El nino forecast based on a few machine learning methods

Database and code of our MICCAI20 paper: "DeepGF: Glaucoma Forecast Using the Sequential Fundus Images"

📈 high level wrapper for parallel univariate time series forecasting 📉

Nowcasting Python ⭐ 14

Python Nowcasting

Structural Time Series ⭐ 14

Structural Time Series on US electricity demand data

Scenario Forecasts Gan ⭐ 14

Smartmeter ⭐ 14

A database / website for viewing smart meter data

Weather Milliseconds ⭐ 14

Experiment to render a forecast as fast as possible

Bom_forecast ⭐ 14

Yweather ⭐ 14

a Python module that provides an interface to Yahoo! Weather

Weathertext ⭐ 14

A Python script that prints lines of current weather info. Intended to be used with GeekTool or Growl.

A Python client for consuming National Water Model forecasts

Finite-Interval Forecasting Engine: Machine learning models for discrete-time survival analysis and multivariate time series forecasting

Singular Spectrum Analysis methods implementation in Python

Eorzeaenv ⭐ 13

Final Fantasy XIV weather

"Yun Cup" Scenic Reputation Evaluation Score Forecast 3th Solution

An open-source package with interactive Jupyter Notebooks to enhance the accessibility of reservoir operations simulation and optimisation

Marchmadnessgenerator ⭐ 13

Generate your 2022 March Madness bracket

Keras Daily Sales Forecast ⭐ 12

A Daily Sales Forecast using Keras with Tensorflow is performed. Predicted sales model take into account Day of the Week, Day of the Month, Week of the Month, Week of the Year, Year of the Month and could be easily improved using Holidays. Accuracy obtained over 92%. The current NN model has proved to improve performance over ARIMA models.

Cassandratime ⭐ 12

Cassandra NoSQL + Bokeh + Prophet for stock time series analysis

Sneaker Forecast App ⭐ 12

A price forecaster for the sneaker resale market

Python Wrapper For R Forecast ⭐ 12

Python wrappers (written using rpy2) for most of the functions in the R Forecast package and some related functions in stats.

getgfs extracts weather forecast variables from the NOAA GFS forecast with no obscure, platform specific, dependencies

Covid19 Correlations Forecast ⭐ 12

Web app with interactive forecasts based on correlations

COVID-19 Growth Forecast

Homeassistant Aemet ⭐ 11

AEMET: Home Assistant Custom Weather Component

slocum -- a tool for ocean passage planning

Weather Forecast Cloud ⭐ 11

Weather Forecast Cloud using a Raspberry Pi Zero and some Neopixels

A Terminal Aerodrome Forecast Encoding Software

Smart TV for Raspberry Pi built on AlpineLinux. It (will) supports movies and tv series, songs, weather forecast, streaming, online accounts!

Tstoolbox ⭐ 11

Command line script and Python library to work with time-series data.

Amazon Forecast Automation ⭐ 11

Python Routines for retrieving up-to-date forecasts from the National Weather Service (NWS) National Digital Forecasting Database (NDFD)

Stock Forecast ⭐ 11

Stock Market Prediction using Support Vector Machine

Business Exit Risk Forecast ⭐ 10

企业经营退出风险预测，二分类问题

Sipn South Public ⭐ 10

Data and scripts to process Sea Ice Prediction Network South (SIPN South) analyses.

Nostradamus ⭐ 10

📊 📊 Cryptocurrencies Price Forecaster 🔥

Crypto Forcast ⭐ 10

💰 ingest, model, forecast, 💰! ...but also I'm just learning Luigi

Rnn Forecasting ⭐ 10

Using LSTM RNN to forecast time series; includes sine wave, electrocardiogram and ad impression forecasting

Ecocontrol ⭐ 10

ecoControl optimizes the use of heterogeneous energy systems in residential buildings.

The Weatherman Project ⭐ 9

🌞☁️ Get Local and International weather forecasts from the most accurate Weather Forecasting Technology featuring up to the minute Weather Reports.

Predicting The Future With Facebook S Prophet ⭐ 9

Forecasting Medium's statistics using Facebook's Prophet Library

Wx_explore ⭐ 9

Website that allows everyone to dive into the raw data behind weather predictions

Festinaepaper ⭐ 9

Just another e-Paper weather station in a watch case.

Python Magicseaweed ⭐ 9

Python wrapper for the Magic Seaweed API

Python In Quantitative Finance ⭐ 8

As a student majoring in Financial Mathematics, I think that python is a very useful tool to quantitative research. So I create this project to record and share what I have learned in the course and by myself.

Machine Learning for Trading

Python Ml Rolling Grid Search ⭐ 8

Hyperparameter tuning and rolling time-series forecast for machine learning models

Openweathermapy ⭐ 8

A Python Interface to OpenWeatherMap

Lasso Quantile Regression

Japan Weather Forecast ⭐ 8

Japanese Meteorological Agency (scraper + data)

Time Series Analysis ⭐ 8

Nodejs Weather App ⭐ 8

NodeJS Command-Line-Interface weather app, which uses the CLI to fetch the current weather conditions for a geospatial location input. Python Flask server written to fetch/parse JSON data from the Dark Sky API, and, D3 used to visualize weather data. Currently, the browser front end is in development, but the goal is to create the Front-End using React

Pysurfline ⭐ 8

Python Surfline API

A machine learning based fine-grained disease transmission simulator

Power system modeler-friendly tool for downloading wind and solar power and forecast data.

Metno Locationforecast ⭐ 8

A Python interface for the MET Norway Locationforecast/2.0 service.

Time Series Forecasting With Wavelets ⭐ 8

Mape Maker ⭐ 8

A Scenario Creator

Forecast_search_wizard ⭐ 8

The Forecast Search Wizard makes it easier than ever before to analyze archived NOAA text products to obtain valuable information. The Forecast Search Wizard is a program that allows researchers to search keywords in NOAA/NWS text products (e.g., Area Forecast Discussions, Local Storm Reports, Watches/Warnings, etc.) to identify the occurrence of case studies, particular weather events, or other specific information. This tool will not only save the researcher time, but it will also improve the

Nowcasting_fcst ⭐ 8

Analysis-forecast smoother, based on OpenCV-motion vector interpolation

Pypi_smhi ⭐ 7

Python library for accessing SMHI open forecast data

Solarforecastarbiter Api ⭐ 7

HTTP API and database schema for the Solar Forecast Arbiter

Time Series Forecast Nsepy ⭐ 7

Redcarpetup.com assignment Intern Task

Pancovid19 ⭐ 7

COVID-19 Statistics Dashboard

Redis Weather ⭐ 7

Bitcoin Price Forecast ⭐ 7

2 Hidden Markov Models, Monte Carlo and Hierarchical Clustering for Bitcoin price analysis

Emc_verif Global ⭐ 7

Global Forecast System (GFS) verification package using MET and METplus

Money Forecast ⭐ 7

A simple expenses forecast to help you plan your financial life without fear - powered by Django

Jaspermodules ⭐ 7

Jasper Modules for Master Branch (Not work with Jasper Dev Branch). マスタ枝のためのジャスパーモジュール。 (ジャスパー Dev 分岐と動作しない)

Unofficial Python wrapper for the BMKG (Meteorology, Climatology, and Geophysical Agency) API.

Load_forecasts_attack ⭐ 7

Code repo for E-Energy 2019 paper

Covid Model Deaths Spline ⭐ 7

Spline model of past deaths with a limited forecast based on case load.

Cluster Resource Forecast ⭐ 7

This repository contains experimental tools we developed to forecast a clusters' resource (CPU or memory) usage.

Howto Pandas ⭐ 7

How-To Solcast - Python, Pandas, MatPlotLib, and PvLib

Time Series Forecasting Using Machine Learning Algorithm ⭐ 7

Sensor data of a renowned power plant has given by a reliable source to forecast some feature. Initially the work has done with KNIME software. Now the goal is to do the prediction/forecasting with machine learning. The idea is to check the result of forecast with univariate and multivariate time series data. Regression method, Statistical method.

Weatherforecastbiasesvisualanalysis ⭐ 6

Visual analysis weather forecast biases

Norfolk_groundwater_model ⭐ 6

This repository contains scripts to model and forecast shallow groundwater table level in Norfolk, VA with artificial neural networks.

A Twitter bot that tells you the forecast for Boston, but more importantly tells you when that forecast changes.

Mysolarforecast ⭐ 6

Get the rest of today and tomorrow's solar energy forecast for your home solar PV system.

Python package for Feature-based Forecast Model Averaging (FFORMA).

Shorttermcrudeoilpriceforecast ⭐ 6

Using XGBoost Python library to create a model for short-term forecasting of crude oil prices based on other important prices trends (gold, silver, crude oil, ...)

Solarforecastarbiter Dashboard ⭐ 6

Templates and code for rendering the Solar Forecast Arbiter dashboard.

Ecopower_dynamic_grid_prices ⭐ 6

Dynamic Grid Prices for Ecopower

Customer_flow_forecasts ⭐ 6

IJCAI 2017 Competition

A simple Python wrapper for the API provided by the British Met Office known as DataPoint with additional tools for handling the returned data.

Requests Forecast ⭐ 6

☔ A minimalist Forecast.io API client

FMI weather observation and forecast fetcher

Web Traffic Forecasting ⭐ 6

Imported project for the sixth place solution for kaggle web traffic forecasting competition

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