marktechpost

A Step by Step Guide to Solve 1D Burgers’ Equation with Physics-Informed Neural Networks (PINNs): A PyTorch Approach Using Automatic Differentiation and Collocation Methods

First, we install the PyTorch and matplotlib libraries using pip, ensuring you have the necessary tools for building neural networks and visualizing the results in your Google Colab environment. Copy ...
GitHub

SACPY -- A Python Package for Statistical Analysis of Climate

Sacpy, an effecient Statistical Analysis tool for Climate and Meteorology data. For example, Sacpy is more than 60 times faster than the traditional regression analysis with Python (see speed test).
GitHub

WRF-python.md

WRF-Python is a post-processing tool similar to NCL's WRF Package. Contains over 30 diagnostic routines (CAPE, storm relative helicity, cloud top temperature, etc). Interpolation routines (level, ...
marktechpost

Logistic Regression With A Real-World Example in Python

In this tutorial, you will learn Python Logistic Regression. Here you’ll know what exactly is Logistic Regression and you’ll also see an Example with Python. Logistic Regression is an important topic ...
Hacker

How To Plot A Decision Boundary For Machine Learning Algorithms in Python

Classification algorithms learn how to assign class labels to examples (observations or data points), although their decisions can appear opaque. A popular diagnostic for understanding the decisions ...