Dr. Souhaib Ben Taieb (@bsouhaib)
github

bsouhaib

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Top repositories

1

tsexplore

Time Series Feature Extraction and Visualization
R
10
star
2

prob-hts

Source code for Hierarchical Probabilistic Forecasting of Electricity Demand with Smart Meter Data by Ben Taieb, Souhaib, Taylor, James, and Hyndman, Rob.
R
10
star
3

ML1-24

Machine Learning I (UMONS, 2023-2024)
Jupyter Notebook
6
star
4

ML1-2023

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Jupyter Notebook
5
star
5

ML21

Jupyter Notebook
4
star
6

ML1-2022

Machine Learning I (UMONS)
Jupyter Notebook
4
star
7

MLforecasting

Machine learning strategies for multi-step-ahead time series forecasting
R
4
star
8

sparseHTS

Regularization in high-dimensional hierarchical time series forecasting
R
3
star
9

ML2-2022

Machine Learning II (UMONS)
Jupyter Notebook
3
star
10

M4comp

Data from the M4 time series forecasting competition
R
3
star
11

SI23

Séminaires d'informatique 2023, UMONS
3
star
12

qf-tpp

Implementation of"Learning Quantile Functions for Temporal Point Processes with Recurrent Neural Splines" (@ AISTATS 2022)
Python
2
star
13

SI21

2
star
14

SI22

1
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15

BDA21

Jupyter Notebook
1
star
16

SI-24

Séminaires d'informatique en veille technologique (UMONS, 2023-2024)
1
star
17

competitions

Code for the different forecasting competitions
R
1
star
18

Hands-On-AI-2019

University Certificate in Artificial Intelligence (Hands on AI) - Third Challenge
Jupyter Notebook
1
star
19

Hands-On-AI-2022-Challenge3

Jupyter Notebook
1
star