Ricardo T. Lemos's starred repositories
conformal-prediction
Lightweight, useful implementation of conformal prediction on real data.
exageostat
A High Performance Unified Framework for Geostatistics on Manycore Systems.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
awesome_time_series_in_python
This curated list contains python packages for time series analysis
XGBoostLSS
An extension of XGBoost to probabilistic modelling
Libraries-and-Extensions-for-TensorFlow-for-Apple-Silicon
This Repo will provide TensorFlow libraries and extended build tutorials that require compilation to build, as well as pre-compiled wheel files.
notebook-examples
Example notebooks showing how to work with ECMWF services and data
spatial-lstm
Repo related to our AAAI 2021 paper "A spatio-temporal LSTM model to forecast across multiple temporal and spatial scales"
ProbabilisticDeepLearningTensorFlow
Material for ODSC Europe presentation -- Probabilistic Deep Learning in TensorFlow, the why and the how
tests-as-linear
Common statistical tests are linear models (or: how to teach stats)
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
MapTilesDownloader
A super easy to use map tiles downloader built using Python
downscale-sst
Downscaling Oceanographic Satellite Data with Convolutional Neural Networks
deep-symbolic-optimization
A deep learning framework for symbolic optimization.
Termux-DeepSpeech
Open source offline speech recognition for Android using Mozilla's DeepSpeech in Termux
datalimited2
More stock assessment methods for data-limited fisheries
shinyMobile
shiny API for Framework7 (IOS/android)