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Santiago Alférez's Projects

best-of-ml-python icon best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

categoricalembedder icon categoricalembedder

Categorical Embedder is a python package that let's you convert your categorical variables into numeric via Neural Networks

cog icon cog

Containers for machine learning

easypulse icon easypulse

A complete set of HQ presets for EasyEffects and PulseEffects.

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

fastai_ulmfit icon fastai_ulmfit

fastai ulmfit - Pretraining the Language Model, Fine-Tuning and training a Classifier

feast icon feast

A FEAture Selection Toolbox for C/C+, Java, and Matlab/Octave.

hf_book_notebooks icon hf_book_notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

islr icon islr

My Python code for labs and exercises in the book "An Introduction to Statistical Learning with Applications in R".

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mifs icon mifs

Parallelized Mutual Information based Feature Selection module.

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