Flask app to predict daily radiation from the time series of Solcast from Islamabad, Pakistan

Last update: Dec 31, 2021

Overview

End-to-End Machine Learning of Historical Solar Radiation for Islamabad

Link: https://solar-isb-flaskapp.herokuapp.com/

Flask app to predict daily radiation from the time series of Solcast from Islamabad, Pakistan.

Input: month, day, Daily_Temp, Daily_Precip, Daily_Humidity, Daily_Pressure, Daily_WindDir, Daily_WindSpeed, Daily_DNI, Daily_GHI Output: Daily_radiation

Use Json Input

{
    "month":12,
    "day":3,
    "Daily_Temp":10.98,
    "Daily_Precip":9.07,
    "Daily_Humidity":59.20,
    "Daily_Pressure":929.06,
    "Daily_WindDir":167.30,
    "Daily_WindSpeed":1.86,
    "Daily_DNI":522.20,
    "Daily_GHI":324.60
}

Results

[
    {
        "Daily_DNI": 522.2,
        "Daily_GHI": 324.6,
        "Daily_Humidity": 59.2,
        "Daily_Precip": 9.07,
        "Daily_Pressure": 929.06,
        "Daily_Temp": 10.98,
        "Daily_WindDir": 167.3,
        "Daily_WindSpeed": 1.86,
        "day": 3,
        "month": 12
    },
    {
        "solar irradiance": 92.71980683342349
    }
]

Postman

Mlflow

NeptuneAI

Owner

Abid Ali Awan

Love building machine learning product and working on MLOps. Currently, focusing on content creation, building brand, and startup.

GitHub Repository https://solar-isb-flaskapp.herokuapp.com/

Turning images into '9-pan' palettes using KMeans clustering from sklearn.

img2palette Turning images into '9-pan' palettes using KMeans clustering from sklearn. Requirements We require: Pillow, for opening and processing ima

2 Jan 01, 2022

Tools for mathematical optimization region

15 Nov 30, 2022

TensorFlow Decision Forests (TF-DF) is a collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models.

TensorFlow Decision Forests (TF-DF) is a collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models. The library is a collection of Keras models

538 Jan 01, 2023

Flask app to predict daily radiation from the time series of Solcast from Islamabad, Pakistan

Related tags

Overview

End-to-End Machine Learning of Historical Solar Radiation for Islamabad

Use Json Input

Results

Postman

Mlflow

NeptuneAI

Owner

Abid Ali Awan

Turning images into '9-pan' palettes using KMeans clustering from sklearn.

Tools for mathematical optimization region

TensorFlow Decision Forests (TF-DF) is a collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models.

A machine learning project that predicts the price of used cars in the UK

cuML - RAPIDS Machine Learning Library

Projeto: Machine Learning: Linguagens de Programacao 2004-2001

Winning solution for the Galaxy Challenge on Kaggle

This project impelemented for midterm of the Machine Learning #Zoomcamp #Alexey Grigorev

Tools for diffing and merging of Jupyter notebooks.

PROTEIN EXPRESSION ANALYSIS FOR DOWN SYNDROME

All-in-one web-based development environment for machine learning

This is the material used in my free Persian course: Machine Learning with Python

Arquivos do curso online sobre a estatística voltada para ciência de dados e aprendizado de máquina.

🎛 Distributed machine learning made simple.

A Powerful Serverless Analysis Toolkit That Takes Trial And Error Out of Machine Learning Projects

CorrProxies - Optimizing Machine Learning Inference Queries with Correlative Proxy Models

A data preprocessing and feature engineering script for a machine learning pipeline is prepared.

This is a curated list of medical data for machine learning

A Python package for time series classification

Python bindings for MPI