bsouhaib Goto Github PK

bdml

BDML

blog

Source code and other material for my blog posts.

bsouhaib.github.io

bsouhaib..github.io

cc-time-series

Intro to time series analysis in R

colabtools

Python libraries for Google Colaboratory

competitions

Code for the different forecasting competitions

dm_control

The DM Control Suite and Package is a tool for developing and testing reinforcement learning agents for the MuJoCo physics engine.

earo.me

Source files for earo.me

fastkknn

Faster nearest neighbors regression (based on kknn package)

forecast

forecast package for R

ggpca

ggplot plotting of pca analysis

hands-on-ai-2019

University Certificate in Artificial Intelligence (Hands on AI) - Third Challenge

hands-on-ai-2023-challenge3

Teaching material for Hands on AI 2023 at UMONS

ifl-tpp

Implementation of "Intensity-Free Learning of Temporal Point Processes" (Spotlight @ ICLR 2020)

jasa

m4comp

Data from the M4 time series forecasting competition

machine-learning-course

R code for the assignments of Coursera machine learning course

ml1-24

Machine Learning I (UMONS, 2023-2024)

ml2-24

Machine Learning II (UMONS, 2023-2024)

mlforecasting

Machine learning strategies for multi-step-ahead time series forecasting

paper-variable-importances-nips2013

Repository for the paper "Understanding variable importances in forests of randomized trees"

prob-hts

Source code for Hierarchical Probabilistic Forecasting of Electricity Demand with Smart Meter Data by Ben Taieb, Souhaib, Taylor, James, and Hyndman, Rob.

qf-tpp

Implementation of"Learning Quantile Functions for Temporal Point Processes with Recurrent Neural Splines" (@ AISTATS 2022)

si-24

Séminaires d'informatique en veille technologique (UMONS, 2023-2024)

si2019

Séminaire d'informatique

si2020

Séminaires d'informatique (Industrial seminars in Computer Science)

si21

si22

si23

Séminaires d'informatique 2023, UMONS

simulations

Code for bias and variance analysis of simulated time series