christianversloot

machine-learning-articles

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

keras-visualizations

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

keras-cnn

ConvNets created with Keras.

fish-doorbell

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

keras-autoencoders

Autoencoders and related code, created with Keras.

keras_lr_finder

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

net2vis-docker

Docker Compose based Net2Vis neural network visualization

ts-express-pg-boilerplate

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

keras-loss-functions

Examples of Keras loss functions

CLR

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.

cuda101

CUDA and PyCUDA learning experiments

keras-multilayer-perceptron

Keras implementation of a multilayer perceptron for the MNIST dataset.

aws-usecases

Personal experiments with the AWS Free Tier.

bitnami-docker-spark

Bitnami Docker Image for Apache Spark

cloud-1

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.

door-alarm

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

easy-jupyter-notebook

Files for a blog post at MachineCurve.

grib2json

converts GRIB2 files to JSON

keras-mlp-regression

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

keras-pseudo-perceptron

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

martin

Blazing fast and lightweight PostGIS vector tiles server

ncdump-json

Modified ncdump to output data in json format

rAHNextract

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

relu-tanh-sigmoid-keras

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

satpy

Python package for earth-observing satellite data processing

severeweatherbites.com

⚡🌪 Thoughts about severe weather and storm chasing.

witping

Your open source release monitor.

zenml

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

zenml-dashboard

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