Martin Krasser

bayesian-machine-learning. Notebooks about Bayesian methods for machine learning

super-resolution. Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

perceiver-io. A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training

face-recognition. Deep face recognition with Keras, Dlib and OpenCV

machine-learning-notebooks. Stanford Machine Learning course exercises implemented with scikit-learn

fairseq-image-captioning. Transformer-based image captioning extension for pytorch/fairseq

streamz. A combinator library for integrating Functional Streams for Scala (FS2), Akka Streams and Apache Camel

akka-analytics. Large-scale event processing with Akka Persistence and Apache Spark

akka-persistence-cassandra. A replicated Akka Persistence journal backed by Apache Cassandra

akka-persistence-kafka. A replicated Akka Persistence journal backed by Apache Kafka

akka-stream-eventsourcing. Event sourcing for Akka Streams

grails-jaxrs. JAX-RS Plugin for Grails

scalaz-camel. A Scala(z)-based DSL for Apache Camel

ipf. Open eHealth Integration Platform

akka-persistence-testkit. Compatibility testkit for Akka Persistence storage plugins

bot-with-plan. Separation of planning concerns in ReAct-style LLM agents. Planner fine-tuning on synthetic trajectories.

weightnorm. Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"

eventsourced. A library for building reliable, scalable and distributed event-sourced applications in Scala

machine-learning-minis. Minimalistic example code for various machine learning and deep learning topics

krasserm.github.io.

ipf-labs. eHealth Integration Framework Labs

camelinaction-appendix-e. akka-camel examples from book Camel in Action - Appendix E (adjusted to the most recent Akka release or development snapshot)

ipf-runtime. OSGi-based runtime environment for IPF applications

ipf-tools. eHealth Integration Framework Tools

sagemaker-tutorial. Multi-node, multi-GPU training with PyTorch Lightning on SageMaker

akka. Akka Project

agent-auth.

visual-chatgpt. Official repo for the paper: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

pyprobml. Python code for "Machine learning: a probabilistic perspective" (2nd edition)

eventuate-crdt-example. Example application that uses Eventuate's operation-based CRDTs

ipython-notebooks. A collection of IPython notebooks covering various topics.

image-quality-assessment. Convolutional Neural Networks to predict the aesthetic and technical quality of images.

langchain. ⚡ Building applications with LLMs through composability ⚡

scala-zookeeper-client. A ZooKeeper client library in Scala.

safr. Security Annotation Framework