data-science-portfolio
VevestaX
Our great sponsors
data-science-portfolio | VevestaX | |
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3 | 10 | |
7 | 27 | |
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0.0 | 0.0 | |
about 2 years ago | over 1 year ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | Apache License 2.0 |
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.
data-science-portfolio
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Interactive Online Portfolio
Here is my article about data science portfolio website built with Mercury. The interactive portfolio can be deployed to Heroku. Here is a link. What is more, you can serve several interactive notebooks in the one server.
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Create a Data Science Portfolio website with Jupyter Notebooks and Mercury - no JS/HTML/CSS, only Python!
Website is built on top of Mercury which serves the Notebooks. The code is available at my GitHub https://github.com/pplonski/data-science-portfolio - I hope you will find it interesting and it will help you to create your own portfolio website with executable notebooks.
VevestaX
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MLflow VS VevestaX - a user suggested alternative
2 projects | 12 May 2022
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VevestaX - An awesome and simple tool to track ML experiments in an excel file
We have developed a tool that documents and tracks the evolution of Data science projects. No more fretting over what experiment was rejected and why. We are looking for early adopters to get their generous and valuable feedback. Please DM us or mail us at [email protected] for early access to the tool. Find us at www.vevesta.com
You can check out the source code at our GitHub page: https://github.com/Vevesta/VevestaX.
What are some alternatives?
bodywork-pipeline-with-aporia-monitoring - Integrating Aporia ML model monitoring into a Bodywork serving pipeline.
MLOps - End to End toy example of MLOps
Made-With-ML - Learn how to design, develop, deploy and iterate on production-grade ML applications.
vertex-ai-samples - Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
mercury - Convert Jupyter Notebooks to Web Apps
awesome-notebooks - A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.
mlflow-easyauth - Deploy MLflow with HTTP basic authentication using Docker
OAD - Collection of tools and scripts useful to automate microscopy workflows in ZEN Blue using Python and Open Application Development tools and AI tools.
mlflow-deployments - Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily deploy them in production later.
recommenders - Best Practices on Recommendation Systems
bodywork-pymc3-project - Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork
python-training - Python training for business analysts and traders