Shantun Parmar, Author at Cooding Dessign

How to Use Optimization Algorithms to Manually Fit Regression Models

Tweet Share Share Regression models are fit on training data using linear regression and local search optimization algorithms. Models like linear regression and logistic regression…

Machine Learning

Function Optimization With SciPy

Tweet Share Share Optimization involves finding the inputs to an objective function that result in the minimum or maximum output of the function. The open-source…

Machine Learning

Gradient Descent With Momentum from Scratch

Tweet Share Share Gradient descent is an optimization algorithm that follows the negative gradient of an objective function in order to locate the minimum of…

Machine Learning

Weight Initialization for Deep Learning Neural Networks

Tweet Share Share Last Updated on February 8, 2021 Weight initialization is an important design choice when developing deep learning neural network models. Historically, weight…

Javascript

Unit test your implementation of third party libraries

Per “unit tests should be written regardless,” I do think it’s easier, as I think the unit test will already be written, making the use…

Python

Zato Blog: How to invoke REST APIs from Zato microservices

This Zato article is a companion to an earlier post – previously, we covered accepting REST API calls and now we will look at how…

Python

Stack Abuse: Python: How to Handle Missing Data in Pandas DataFrame

Introduction Pandas is a Python library for data analysis and manipulation. Almost all operations in pandas revolve around DataFrames, an abstract data structure tailor-made for…

Python

Real Python: Python Web Applications: Deploy Your Script as a Flask App

You wrote a Python script that you’re proud of, and now you want to show it off to the world. But how? Most people won’t…

Python

Podcast.init: Exploring Literate Programming For Python Projects With nbdev

Creating well designed software is largely a problem of context and understanding. The majority of programming environments rely on documentation, tests, and code being logically…

Python