Author: Shantun Parmar
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…
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…
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…
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…
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…
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…
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…
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…
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…
Mike Driscoll: Drawing Text on Images with Pillow and Python
Pillow supports drawing text on your images in addition to shapes. Pillow uses its own font file format to store bitmap fonts, limited to 256…
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