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Category: Coding

Find all the latest tips and news regarding computers, gadgets, hacking and web publishing. Also regularly updated jokes full of geeky humor.

Trapezoidal Rule for Numerical Integration – Python Code and Tutorial

Numerical Analysis Programming PythonApr 27, 2023Apr 28, 2023 Manas Sharma

In this blog post, I will explain how to use the trapezoidal rule for numerical integration along with Python code and equations. The…

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Numerical Methods for Root Finding – with Python code

Coding Numerical Analysis TheoryJan 19, 2023Feb 8, 2023 Manas Sharma

Finding the roots of an equation, also known as solving for the zeroes, is a fundamental problem in mathematics. There are many different…

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numerical methods for root finding thumbnail for youtube and blog post

CrysX – CompChem File Converter [WEB APP]

Python Quantum ChemistryAug 11, 2022Aug 23, 2023 Manas Sharma

Chemical File Format Converter The following is the Web Application built using Python, Open Babel, Py3Dmol and Streamlit that allows inter-conversion between various…

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Basis Set Converter Web Application

Python Quantum ChemistryApr 18, 2022Aug 23, 2023 Manas Sharma

The following is the Web Application built using Python, BSE and Streamlit that allows inter-conversion between various basis set formats used by different…

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basis set quantum chemistry inter conversion turbomole crystal

Microstructure Classification using Neural Networks – Streamlit App

Machine Learning PythonFeb 9, 2022Jul 31, 2022 Manas Sharma

In this post, I demonstrate a Streamlit app that I have created that can be used to classify microstructures of different types. I…

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Handwritten digit recognition using CrysX-NN neural network trained on MNIST_Plus

Machine Learning PythonJan 18, 2022May 20, 2024 Manas Sharma

In the last post, I showcased an app based on a neural network, trained on the MNIST dataset using the CrysX-NN library. The…

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Handwritten digit recognition using CrysX – Neural Network library and Streamlit Web App

Machine Learning PythonJan 16, 2022Aug 11, 2022 Manas Sharma

Recently, I wrote a blog post on creating a Streamlit app for recognizing handwritten digits using a convolutional neural network model with the…

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Digit recognition App (Streamlit) trained on the MNIST_Plus dataset using PyTorch CNN model

Machine Learning PythonJan 16, 2022Aug 11, 2022 Manas Sharma

In my previous blog post, I shared with you a streamlit app that recognizes handwritten digits entered by the user through mouse/touch input.…

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Streamlit App for Digit recognition trained on the MNIST dataset using PyTorch

Machine Learning PythonJan 12, 2022Jan 21, 2022 Manas Sharma

Recently, I learned how to program deep and convolutional neural networks using various frameworks like PyTorch and TensorFlow-Keras. Here is an application of…

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Mean Squared Error loss function and its gradient (derivative) for a batch of inputs [Python Code]

Machine Learning PythonDec 30, 2021Dec 31, 2021 Manas Sharma

In this post, I show you how to implement the Mean Squared Error (MSE) Loss/Cost function as well as its derivative for Neural…

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