AdaOpt
AdaOpt, recognizing handwritten digits [...Read more...]
Python-bloggers
Data science news and tutorials - contributed by Python bloggers
May 2020
Data Privacy in the Age of COVID-19
Hugo Bowne-Anderson, the host of DataFramed, the DataCamp podcast, recently interviewed Katharine Jarmul, Head of Product at Cape Privacy.
Introducing Katharine Jarmul
Hugo Bowne Anderson: Hey Katharine.
Katharine Jarmul: Hi Hugo.
Hugo Bowne Anderson:...
Automatically create perfect .gitignore file for your project
These days, I am often programming in multiple different languages for my projects. I will do some data generation and machine learning in Python. The data exploration and some quick visualizations I prefer to do in R. And if I’m feeling adventureous, I might add some Processing or JavaScript ...
How to Write a Git Commit Message, in 7 Steps
Version control is an essential tool for any software developer. Hence, any respectable data scientist has to make sure his/her analysis programs and machine learning pipelines are reproducible and maintainable through version control. Often, we use git for version control. If you don’t know what git is yet, ... [...Read more...]
Machined risk premia
Over the last few posts, we’ve discussed methods to set return expectations to construct a satisfactory portfolio. These methods are historical averages, discounted cash flow models, and risk premia. our last post, focused on the third method: risk ...
Machined risk premia
Over the last few posts, we’ve discussed methods to set return expectations to construct a satisfactory portfolio. These methods are historical averages, discounted cash flow models, and risk premia. our last post, focused on the third method: risk ...
Predictive Power Score: Finding predictive patterns in your dataset
Last week, I shared this Medium blog on PPS — or Predictive Power Score — on my LinkedIn and got so many enthousiastic responses, that I had to share it with here too. Basically, the predictive power score is a normalized metric (values range from 0 to 1) that shows you to what extent ...
Documentation+Pypi for the `teller`, a model-agnostic tool for Machine Learning explainability
Documentation+Pypi for the `teller`, a model-agnostic tool for Machine Learning explainability [...Read more...]
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