What are some great build ecosystems that combine the friendliness of Python (nothing beats `.venv/bin/activate`) for quick deploys anywhere, and the power of Bazel (go try to combine tests of a codebase consisting of Py/C++/Go, dockerized automatically with dep management -- all in one command)?
December 6, 2024 at 10:01 AM
What are some great build ecosystems that combine the friendliness of Python (nothing beats `.venv/bin/activate`) for quick deploys anywhere, and the power of Bazel (go try to combine tests of a codebase consisting of Py/C++/Go, dockerized automatically with dep management -- all in one command)?
Reposted by Alexey (Alex) Gronskiy
"We therefore recommend to consider logistic regression as the first choice for data-scarce applications with tabular data and provide practitioners with best practices for further method selection."
arxiv.org/abs/2405.07662
arxiv.org/abs/2405.07662
Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications
Many industry verticals are confronted with small-sized tabular data. In this low-data regime, it is currently unclear whether the best performance can be expected from simple baselines, or more compl...
arxiv.org
December 6, 2024 at 6:24 AM
"We therefore recommend to consider logistic regression as the first choice for data-scarce applications with tabular data and provide practitioners with best practices for further method selection."
arxiv.org/abs/2405.07662
arxiv.org/abs/2405.07662