stefanbschneider

mobile-env

An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.

pytorch-django

🔥📷 A simple Django web app classifying images using PyTorch.

django-hello-world

A Django web app that says "Hello World!", deployed on Heroku.

ideally

Ideally: Organize & Grow Your Ideas

quotify

Quotify: An example app using Django

structlog-round

A light-weight structlog processor to round floats for prettier logging.

blog

My new blog based on Quarto.

feelya

✔️😊 feelya: The app that gets you! Keep track of what you eat and do and improve how you feel.

old-blog

My old blog based on fastpages. The new one is based on Quarto.

awesome-5g

Awesome lists about 5G projects.

rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

awesome-telco

A curated list of telco resources and projects

B-JointSP

Joint placement and scaling of bidirectional network services with stateful virtual or physical network functions

baseline-algorithms

Baseline algorithms for coordination of chained VNFs

bjointsp-adapter

Adapter to map the inputs and outputs of the B-JointSP to the simulator interface

common-utils

Interface definition between coordination algorithms and environments. Includes a dummy algorithm and environment as example.

coord-sim

Lightweight flow-level simulator for inter-node service coordination. Useful for testing coordination algorithms, which scale & place service components and decide flow scheduling.

DeepCoord

DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning

distributed-drl-coordination

Distributed Online Service Coordination Using Deep Reinforcement Learning

django_tutorial

An example web app for polls. Following the official Django tutorial.

fastpages

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

Gymnasium

A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

highway-env

A minimalist environment for decision-making in autonomous driving

kaggle-environments

keras-rl

Deep Reinforcement Learning for Keras.

NFVdeep

NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

stefanbschneider.github.io

Personal website built with Jekyll and Minimal Mistakes and hosted by GitHub

structlog

Structured Logging for Python