Christian Versloot

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

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

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

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

Personal experiments with the AWS Free Tier.

ConvNets created with Keras.

Autoencoders and related code, created with Keras.

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

Docker Compose based Net2Vis neural network visualization

Plots the change of the loss function of a Keras model when the learning rate is exponentially increasing.

Examples of Keras loss functions

Up-to-date, community-driven list of Awesome European Tech projects! all focusing on privacy, sustainability, and innovation. The goal is to support European startups and projects (Compliance to GDPR, UK GDPR, Swiss FADP) helping to strengthen the European tech ecosystem.

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

Keras implementation of a multilayer perceptron for the MNIST dataset.

No description.

The repository that contains all source code for the ZenML UI.

A modest little container image that periodically backups any volume mounted to /data to S3-compatible storage in the form of a timestamped, gzipped, tarball

Geolocation in JSON for Dutch municipalities.

Rosenblatt's Perceptron implemented in Python.

CUDA and PyCUDA learning experiments

Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

Python package for earth-observing satellite data processing

Your open source release monitor.

Bitnami Docker Image for Apache Spark

⚡🌪 Thoughts about severe weather and storm chasing.

converts GRIB2 files to JSON

Modified ncdump to output data in json format

Blazing fast and lightweight PostGIS vector tiles server

Send push notifications to subscribers when someone rings my door bell.

Extract Elevation points, areas or points clouds in the Netherlands from the Actueel Hoogtebestand Nederland (AHN)

The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

Keras implementation of a MLP for regression with the Chennai Water Management Dataset.

Files for a blog post at MachineCurve.

Keras Callback to Automatically Adjust the learning rate when it stops improving

Keras neural network implementations for ReLU, Tanh and Sigmoid activation functions.

Keras implementation of a gradient descent optimized perceptron that highly mimics Rosenblatt's.