Pinned Repositories
ACNM
Advanced Computational Numerical Methods course at UTFSM
KLGMR
A Kullback-Leibler Approach to Gaussian Mixture Reduction
m5-forecasting-accuracy
Solution to Kaggle's M5 Forecasting Accuracy Competition
mahts
Model Agnostic Hierarchical Time Series in Python
proyectoRpi
Proyecto cluster-rpi y gpu-rpi
py-hausdorff
Fast computation of Hausdorff distance in Python
scientific_programming
Lectures of Scientific Programming in Python at UTFSM
tsforest
Time series forecasting with tree ensembles
walmart-data-science-test-2018
Desafío para postulantes a prácticas de data science en Walmart Chile 2018
yolanda
Codebase for MeLi 2021 data challenge
mavillan's Repositories
mavillan/py-hausdorff
Fast computation of Hausdorff distance in Python
mavillan/tsforest
Time series forecasting with tree ensembles
mavillan/m5-forecasting-accuracy
Solution to Kaggle's M5 Forecasting Accuracy Competition
mavillan/mahts
Model Agnostic Hierarchical Time Series in Python
mavillan/walmart-data-science-test-2018
Desafío para postulantes a prácticas de data science en Walmart Chile 2018
mavillan/yolanda
Codebase for MeLi 2021 data challenge
mavillan/ACNM
Advanced Computational Numerical Methods course at UTFSM
mavillan/jane-street-market-prediction
Solution to Kaggle's M5 Jane street market prediction
mavillan/mavillan.github.io.old
mavillan/amex-default-prediction
Codebase for Kaggle's AMEX default prediction competition
mavillan/ashrae
Codebase for Kaggle's ASHRAE Great Energy Predictor 2019 competition
mavillan/condor_tensorflow
CONditionals for Ordinal Regression and classification in tensorflow
mavillan/docker-airflow
Docker Apache Airflow
mavillan/ds-competition-template
Template repo for data science competitions
mavillan/gb-vpp
Solution to Kaggle's google brain - ventilator pressure prediction challenge
mavillan/google_quest_challenge
Codebase for Kaggle competition: Google Quest QA labeling
mavillan/HDMClouds
A Hierarchical Decomposition of Molecular Clouds
mavillan/icr-identify-age-related-conditions
Codebase for Kaggle's ICR - Identifying Age-Related Conditions
mavillan/indoor-location-navigation
Codebase for Kaggle's indoor location navigation competition
mavillan/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
mavillan/lofo-importance
Leave One Feature Out Importance
mavillan/master-thesis-utfsm
mavillan/mavillan
mavillan/mavillan.github.io
My personal blog
mavillan/multiverse
Dockerfile for building an Ubuntu 16.04 image with the full stack of Python data science packages
mavillan/nonconformist
Python implementation of the conformal prediction framework.
mavillan/optuna
A hyperparameter optimization framework
mavillan/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
mavillan/pytorch-axe
Minimalist interfaces to train pytorch models with less boilerplate code
mavillan/ubiquant-market-prediction
Codebase for Kaggle's ubiquant market prediction competition