christianversloot/machine-learning-articles

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christianversloot/machine-learning-articles

christianversloot

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🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

Machine learning articles

I wrote these articles about machine learning in the peroid between May 2019 and February 2022. As I'm no longer maintaining MachineCurve.com, I've moved them here so that they remain available for the public. Enjoy!

keras-visualizations

Visualizations of Keras models: architecture, training process, intermediate results, and so on.

keras-cnn

ConvNets created with Keras.

net2vis-docker

Docker Compose based Net2Vis neural network visualization

ts-express-pg-boilerplate

Out-of-the-box TypeScript ExpressJS PostgreSQL boilerplate code for APIs.

fish-doorbell

🐟🐠 Automating the Utrecht-based fish doorbell (visdeurbel) with computer vision.

keras-loss-functions

Examples of Keras loss functions

keras-autoencoders

Autoencoders and related code, created with Keras.

covid-rivm-scripts

📊 Open source scripts for analyzing daily reports from Dutch National Institute for Public Health and the Environment (RIVM) about confirmed COVID-19 cases.

keras-multilayer-perceptron

Keras implementation of a multilayer perceptron for the MNIST dataset.