Adaptative Huber Regression

"Adaptative Huber Regression" project for the course "Theoretical Guidelines"

Context

We provide here our implementation of the https://arxiv.org/pdf/1706.06991.pdf. We follow scikit-learn template for regressors.

We try to reproduce the results from the paper with the scripts in the Scripts folder.

Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
ada_hub		ada_hub
images		images
results		results
.gitignore		.gitignore
README.md		README.md
_dep_benchmark_curves_sklearn.py		_dep_benchmark_curves_sklearn.py
_dep_benchmark_synthetic_sklearn.py		_dep_benchmark_synthetic_sklearn.py
benchmark_curves.py		benchmark_curves.py
benchmark_synthetic_data.py		benchmark_synthetic_data.py
plot.py		plot.py
quick_start.ipynb		quick_start.ipynb
requirements.txt		requirements.txt
setup.py		setup.py
test.py		test.py