cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep (by khanhnamle1994)
condo-adapter
Confounded Domain Adapter (by calvinmccarter)
| cracking-the-data-science-interview | condo-adapter | |
|---|---|---|
| 1 | 2 | |
| 3,190 | 3 | |
| - | - | |
| 0.0 | 3.7 | |
| 10 months ago | about 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | Creative Commons Attribution Share Alike 4.0 |
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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.
cracking-the-data-science-interview
Posts with mentions or reviews of cracking-the-data-science-interview.
We have used some of these posts to build our list of alternatives
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condo-adapter
Posts with mentions or reviews of condo-adapter.
We have used some of these posts to build our list of alternatives
and similar projects.
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Great thread on the importance of EDA and confounder adjustment prior to differential expression analysis (RNA-seq)
Fwiw, last week I released a new method for batch correction that conditions on confounders which are correlated with the batch variable. Preprint here: https://arxiv.org/abs/2203.12720 and Python code here: https://github.com/calvinmccarter/condo-adapter.
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New method for batch correction confounded by outcome distribution
Software (Python) is here: https://github.com/calvinmccarter/condo-adapter
What are some alternatives?
When comparing cracking-the-data-science-interview and condo-adapter you can also consider the following projects:
edward2 - A simple probabilistic programming language.
hyperlearn - 2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
probability - Probabilistic reasoning and statistical analysis in TensorFlow
geomstats - Computations and statistics on manifolds with geometric structures.
wordlescraper - Combine wordle statistics metrics from various locations, data science to correlate scores with words, and a front end to display the results.
imodels - Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
ML-foundations - Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
cracking-the-data-science-interview vs edward2
condo-adapter vs hyperlearn
cracking-the-data-science-interview vs probability
condo-adapter vs geomstats
cracking-the-data-science-interview vs wordlescraper
condo-adapter vs edward2
condo-adapter vs probability
condo-adapter vs imodels
condo-adapter vs ML-foundations