zenml VS zotero

Currently, you can see the integrations we support here and it includes a lot of tools in your list. I also feel I agree with your categorization (it is exactly the categorization we use in our docs pretty much). Perhaps one thing missing might be feature stores but that is a minor thing in the bigger picture.

GitHub: https://github.com/zenml-io/zenml

Hey everyone! At ZenML, we released today an integration that allows users to train and deploy models from pipelines in a simple way. I wanted to ask the community here whether the example we showcased makes sense in a real-world setting:

As of early March 2022 this is the new CI pipeline that we use here at ZenML and the feedback from my colleagues -- fellow engineers -- has been very positive overall. I am sure there will be tweaks, changes and refactorings in the future, but for now, this feels Zen.

ZenML is hiring for a Design Engineer.

ZenML is an extensible, open-source MLOps framework to create production-ready machine learning pipelines. Built for data scientists, it has a simple, flexible syntax, is cloud- and tool-agnostic, and has interfaces/abstractions that are catered towards ML workflows.

We’re looking for a Design Engineer with a multi-disciplinary skill-set who can take over the look and feel of the ZenML experience. ZenML is a tool designed for developers and we want to delight them from the moment they land on our web page, to after they start using it on their machines. We would like a consistent design experience across our many touchpoints (including the [landing page](https://zenml.io), the [docs](https://docs.zenml.io), the [blog](https://blog.zenml.io), the [podcast](https://podcast.zenml.io), our social media, the product itself which is a [python package](https://github.com/zenml-io/zenml) etc).

A lot of this job is about communicating complex ideas in a beautiful way. You could be a developer or a non-coding designer, full time or part-time, employee or freelance. We are not so picky about the exact nature of this role. If you feel like you are a visually creative designer, and are willing to get stuck in the details of technical topics like MLOps, we can’t wait to work with you!

Apply here: https://zenml.notion.site/Design-Engineer-m-f-1d1a219f18a341...

The best place to see MLflow Tracking and ZenML being used together in a simple use case is our example that showcases the integration. It builds on the quickstart example, but shows how you can add in MLflow to handle the tracking. In order to enable MLflow to track artifacts inside a particular step, all you need is to decorate the step with @enable_mlflow and then to specify what you want logged within the step. Here you can see how this is employed in a model training step that uses the autolog feature I mentioned above:

Maybe try Zotero[1]. There are many addons which can do what you need.

[1]https://www.zotero.org/

And next time, you use a real literature management program like zotero (some university libraries offer classes, there is a r/zotero, etc) or jabref to create a proper bibtex file with the references. It is not that difficult, and keeps you sane (esp. if a paper has to be formatted for a different publisher). See e.g. learnlatex.

Zotero | Remote | Full-Time or Part-Time | https://www.zotero.org

Zotero is an open-source project that develops software to help people collect, organize, annotate, cite, and share their research. Our software is recommended by most universities and used by millions of students, scholars, scientists, and researchers worldwide.

We're looking for a JavaScript developer to work on Zotero "translators" — the pieces of code that let people click a button in their browser toolbar on any webpage and save high-quality metadata and files to their Zotero libraries. If you like web scraping, APIs, data formats, and exploring sites in the browser devtools, this would be up your alley. As a core Zotero developer, you'll also have the ability to work across Zotero's vast ecosystem and help shape the future of the project.

This is an open-ended contract role that can scale up and down in hours based on availability and workload.

https://www.zotero.org/jobs

Zotero is your answer, it even auto generates your citations.

https://www.zotero.org/

Apparently there are plugins for Logseq and Obsidian as well.

Zotero - Price: Free Free and open-source reference manager that helps you collect, organize, and cite your research sources.

I use the free and open source Zotero which I think you'd find very calibre-like and manage notes and concept linking with org-roam in emacs.

If you can't hold the urge to know, you can check on the Zotero web library if all of your things are still there

Resources: ZOTERO. Zotero is a free (you can pay to get more storage), open-source citation manager with optional browser plugins. IT WILL FORMAT CITATIONS FOR YOU. (sometimes you have to edit them, but most of the time it can pull metadata and format things correctly on its own). You can sort your references into folders or with tags, read and annotate PDF copies on your computer or in a mobile app, and make notes - which I used to keep track of specific quotations I wanted to use.

You can also use online resources like The Encyclopedia of Archaeological Sciences, that I think is mostly free or the Handbook of Archaeological Sciences which I think is also mostly free. If you can't get a hold of those things you can also email the authors/editors and they might send you a free copy or look them up on Academia.edu and see if they have a free version. Also, if you don't already, use Google Scholar, it's the best resource for finding free articles and topics to read. It's also never too early to start using something like Zotaro, Mendeley, or Endnote to keep track of your readings and help you with citations/references in papers. You can literally download the citation, import it into one of those systems and it automatically formats your referencing.