kr8s
recommenders
kr8s | recommenders | |
---|---|---|
8 | 6 | |
721 | 18,019 | |
5.3% | 1.2% | |
9.3 | 9.5 | |
7 days ago | 5 days ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
kr8s
-
This Week In Python
kr8s – A batteries-included Python client library for Kubernetes that feels familiar for folks who already know how to use kubectl
-
Building a no-code Helm UI with Windmill - Part 1
We’ll import the kr8s package to interact with the cluster, and when you’ll remove arguments from the main function, you will also see them disappear from the input section! Quite neat.
- GitHub - kr8s-org/kr8s: A batteries-included Python client library for Kubernetes that feels familiar for folks who already know how to use kubectl
- Show HN: Kr8s – a Python client library for Kubernetes
- Show HN: Kr8s a batteries-included Python client library for Kubernetes
- Introducing kr8s, a new Kubernetes client library for Python inspired by kubectl
-
Show HN: Kr8s, a Kubernetes client library for Python inspired by kubectl
For the last few months I’ve been tinkering with a new Kubernetes client library for Python called kr8s.
https://github.com/kr8s-org/kr8s
The project has reached the point where it has enough features and is stable enough that I’m starting to use it in my other projects, so it feels like a good time to announce it to the world.
I intend to post about my journey building kr8s so if you’re interested in following along then subscribe to my blog in your favourite RSS reader or follow me on the birdsite.
I'll stick around and respond to comments if folks have any questions :).
recommenders
- My kernel dies when I fit my LightFm model from Microsoft Recommenders
- There is framework for everything.
-
This Week in Python
recommenders – Best Practices on Recommendation Systems
-
Input to SVD, SAR, NMF
I would like to do a benchmarking on the Microsoft models SVD, SAR and NMF (available here: https://github.com/microsoft/recommenders) but with this input data I get a precision and recall close to zero. Any ideas how I can improve this? For SVD and NMF (surprise library) the model wants a rating input that is normally distributed, which it not the case for my binary data where the transactions all have a rating of 1.
-
Opinion on choice of model - Recommender System
Then I tried to find some more advanced models and I found this really good list and in there I found the Microsoft one. So it's' where we are now, which a bunch of different models and not a documentation/tutorials out there.
What are some alternatives?
robusta - Kubernetes observability and automation, with an awesome Prometheus integration
metarank - A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine
dask-kubernetes - Native Kubernetes integration for Dask
azure-devops-python-api - Azure DevOps Python API
python - Official Python client library for kubernetes
python-minecraft-clone - Source code for each episode of my Minecraft clone in Python YouTube tutorial series.
homelab-k3s
TensorRec - A TensorFlow recommendation algorithm and framework in Python.
openshift-restclient-python - Python client for the OpenShift API
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
devops-exercises - Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
Google-rank-tracker - SEO: Python script + shell script and cronjob to check ranks on a daily basis