MLGIG: Machine Learning Georgiana Ifrim Group
Home for code and other resources developed in the machine learning research group of Dr Georgiana Ifrim.
Pinned Repositories
amee
Code repo for paper titled "Robust Explanation Evaluation for Time Series Classification"
ChannelSelectionMTSC
Channel (Feature) selection for Multivariate Time series classification
Evaluating-Explanation-Methods-for-MTSC
Repository for Evaluating Explanation Methods for Multivariate Time Series Classification paper
explanation4tsc
Public repo for Explanation for Time Series Classification
mrsqm
mtsc_benchmark
Code repository for workshop paper.
tscaptum
A Captum wrapper for Time Series XAI
video-pose-tsc
vistamilk-spectroscopy-challenge
This repo holds the data and code required to reproduce all of MLGIG team's results for this challenge.
vistamilk_diet_challenge
Repository for the 2022 VistaMilk spectroscopy challenge.
MLGIG: Machine Learning Georgiana Ifrim Group's Repositories
mlgig/mrsqm
mlgig/ChannelSelectionMTSC
Channel (Feature) selection for Multivariate Time series classification
mlgig/Evaluating-Explanation-Methods-for-MTSC
Repository for Evaluating Explanation Methods for Multivariate Time Series Classification paper
mlgig/mtsc_benchmark
Code repository for workshop paper.
mlgig/tscaptum
A Captum wrapper for Time Series XAI
mlgig/video-pose-tsc
mlgig/amee
Code repo for paper titled "Robust Explanation Evaluation for Time Series Classification"
mlgig/vistamilk-spectroscopy-challenge
This repo holds the data and code required to reproduce all of MLGIG team's results for this challenge.
mlgig/vistamilk_diet_challenge
Repository for the 2022 VistaMilk spectroscopy challenge.
mlgig/explanation4tsc
Public repo for Explanation for Time Series Classification
mlgig/explanation4tsc-2nd
mlgig/TabularModelsforTSC
Repo for AALTD Paper
mlgig/BodyMTS_2021
BodyMTS is a new approach to classify Military Press from videos using Pose Estimation and Multivariate Time Series Methods
mlgig/Channel-Selection-MTSC
Code for paper AALTD@ECMLPKDD21 Paper
mlgig/mrseql
A sktime-independent Python wrapper for MrSEQL
mlgig/mvespa
Machine Vision-Enabled Sports Performance Analysis
mlgig/news-tls
mlgig/sktime
A scikit-learn compatible Python toolbox for machine learning with time series
mlgig/ts_fall_detection
Fall Detection Using SOTA Time Series Techniques
mlgig/VM-challenge-lactose-prediction-2024
MLGIG submission for the VM 2024 spectroscopy data challenge
mlgig/xai4mtsc_eval_actionability
mlgig/tsc_code
To store various experimental code
mlgig/CMAGEP-MTSC
C++ and Python implementation of the CMAGEP-MTSC framework for multivariate time series classification by compact symbolic regression
mlgig/hashtagger_plus_offline
Given a collection of documents and a collection of tweets from the same time period, this tool tags each document with relevant hashtags using the Hashtagger+ algorithm adapted to an offline setting.
mlgig/Mr-SEQL
Time Series Classification with Multiple Symbolic Representations.
mlgig/seqlgbm
Gradient Boosting Machine with linear models in all k-mer space
mlgig/socialtree
mlgig/SqLoss
Sequence Regression in All-Subsequence Space
mlgig/Video_vs_Shimmer_ECML_2023
mlgig/wcep-mds-dataset