multitask-learning | Topic | Ecosyste.ms: Repos

Topic: "multitask-learning"

arnav10goel/CAMuLeNet

Code Repository for the INTERSPEECH'24 Paper - Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning

Size: 3.91 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 0

JingChunzhen/adversarial_multitask_learning

sentiment analysis on multi-tasks using adversarial network

Language: Python - Size: 201 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 2

htuannn/ABSA-VLSP2018

Text-level Aspect-Based Sentiment Analysis based on multi-task approach for Vietnamese reviews.

Language: Jupyter Notebook - Size: 755 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 1

canxkoz/OCTA-Segmentation

Multi-task Learning for OCTA Segmentation (DRAC2022)

Language: Jupyter Notebook - Size: 46.7 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0

Opinion recommendation is a task, recently introduced, for consistently generating a text review and a rating score that a certain user would give to a certain product, which has never seen before. Input information driving recommendation is text reviews and ratings for this product contributed by other users and text reviews submitted by the user under consideration for other products. The aforementioned task faces the same problems emerging in text generation using neural networks, namely repetition and specificity. In this paper, it is experi- mentally demonstrated that by employing coverage loss during training, repetition is reduced without adding extra parameters. Furthermore, the amount of repetition in the generated text review is defined as a measure of the captured information. Such measure is used to improve rating score prediction significantly during testing.

Language: Python - Size: 5.74 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

rahul13ramesh/MultiTask_ModelZoo 📦

Implementation of https://arxiv.org/abs/2106.03027

Language: Python - Size: 566 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 2

hz-zhu/MT-UNet

Multi-task UNet for medical image classification and saliency prediction

Language: Python - Size: 22.5 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

liuvictoria/multiTaskLearning

Multi-Task Learning for Accelerated MR Reconstruction

Language: Python - Size: 34.1 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

ParitoshParmar/HalluciNet--PyTorch

Approximating a 3DCNN with a 2DCNN

Language: Python - Size: 126 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 0

SpringerNLP/Chapter10

Chapter 10: Multi-task Learning

Language: Python - Size: 1.75 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 3

KhoiDOO/DecodeItAll

All Encoder Decoder Network you can think of

Language: Jupyter Notebook - Size: 824 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 0

clabrugere/multitask-learning

Tensorflow implementation of three architectures for multi-task learning, a paradigm to learn different prediction tasks jointly using one model

Language: Python - Size: 208 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

LeonardoEmili/Aspect-Based-Sentiment-Analysis

Aspect-Based Sentiment Analysis (ABSA) using multitask learning, BERT contextualized embeddings, and Conditional Random Field (CRF).

Language: Python - Size: 6.26 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

JamzumSum/yNet 📦

yNet: A Breast Ultrasound Image Classification Algorithm Based on Metric Learning

Language: Python - Size: 773 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

amirabbasii/Effect-of-Deep-Transfer-and-Multi-task-Learning-on-Sperm-Abnormality-Detection

This repository includes codes and models of "Effect of Deep Transfer and Multi task Learning on Sperm Abnormality Detection" paper.

Language: Python - Size: 83 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

buiquangmanhhp1999/Age-Gender-Smile-Multitask-Learning

In this paper, we propose an architecture of Convolutional Neural Network (CNN) which can jointly learn representations for three tasks: smile detection, gender and age classification.

Language: Jupyter Notebook - Size: 40.4 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 1

PanosAntoniadis/pattern_recognition-ntua

Lab exercises of Pattern Recognition course in NTUA

Language: Jupyter Notebook - Size: 17.5 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 1

v-sundaresan/microbleed-detection

Detection of cerebral microbleeds using deep learning method consisting of 2 steps: initial candidate detection and candidate discrimination using a student-teacher network.

Language: Python - Size: 1.04 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 3

VirtuosoResearch/boosting-multitask-learning-on-graphs

A boosting procedure for multitask learning on graph-structured data

Language: Python - Size: 74 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

VirtuosoResearch/Task-Modeling

Modeling task relationships with surrogate modeling

Language: Python - Size: 2.4 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

Dryjelly/Face_Ear_Landmark_Detection

tf-keras code of Face Ear Landmark Detection System (with Multi-Task Learning).

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

sulaimanvesal/CardiacQuanNet

[IEEE-JBHI 2020] TensorFlow/Keras implementation: Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification

Size: 5.46 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 1

shantanu-ai/Deep-Counterfactual-Networks-with-Propensity-Dropout

Implementation of the paper "Deep Counterfactual Networks with Propensity-Dropout"(https://arxiv.org/pdf/1706.05966.pdf) in pytorch framework

Language: Python - Size: 5.28 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

bpiyush/BayesOpt

Scalable Bayesian Optimization : Comparison of various methods

Language: Jupyter Notebook - Size: 4.13 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 1

mikami520/MultiHem

Multitask Learning on Segmentation and Classification of Intracranial Hemorrhage Using CT Scans

Language: Jupyter Notebook - Size: 5.02 MB - Last synced at: 3 days ago - Pushed at: 30 days ago - Stars: 3 - Forks: 1

bm2-lab/mtSC

A multitask deep metric learning-based framework for single cell assignment based on multiple references

Language: Python - Size: 413 KB - Last synced at: 23 days ago - Pushed at: 5 months ago - Stars: 3 - Forks: 4

thinhuos0913/fashion_color_classification

Build a model that classifies product fashion but also predicts product color at the same time.

Language: Jupyter Notebook - Size: 4.71 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 2

gmp007/perovskene-materials

Frontiers in 2D Perovskene: Tailoring ABC3 Perovskite Structures for Next-Generation Material Applications

Language: Jupyter Notebook - Size: 4.31 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0

vub-dl/SLGrad

Code for the paper: "Sample-Level Weighting for Multi-Task Learning with Auxiliary Tasks".

Language: Python - Size: 201 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

tayebiarasteh/chestx

Flexible federated learning enables institutions to jointly train deep learning models even when data is non-uniformly labeled. The resulting models are superior to models which are trained with conventional methods.

Language: Python - Size: 565 KB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

ConnorWatts/mtl-gan

Multi-Task Learning framework for Image Generative Adversarial Network

Language: Python - Size: 89.8 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

ismailoussaid/Projects

Here are my Deep Learning R&D internship projects in Computer Vision at Quividi from 07/2020 to 12/2020.

Language: Jupyter Notebook - Size: 3.51 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

adrianjav/impartial-vaes

Code to reproduce the results of the ICML 2022 paper "Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization."

Language: Python - Size: 81.1 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

Thejineaswar/Cross-Domain-Generalization-of-Intrusions

A Federated Learning based approach to combat heterogeneity of attacks on IoT devices.

Language: Python - Size: 55.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

avramandrei/UPB-SemEval-2020-Task-6

This repository contains the source code for the first and the second task of DeftEval 2020 competition, used by the University Politehnica of Bucharest (UPB) team to train and evaluate the models.

Language: Python - Size: 97.7 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 1

RohitRathore1/Repo-2020

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford University, MIT, UC Berkeley. And an intent classifier which can classifies a query into one of the 21 given intents.

Language: Jupyter Notebook - Size: 214 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

jaydu1/CausalMultiOutcomes

Causal Inference for Genomic Data with Multiple Heterogeneous Outcomes

Language: Jupyter Notebook - Size: 9.54 MB - Last synced at: 17 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

Augus1999/AkAne 📦

AsymmetriC AutoeNcodEr (ACANE → AkAne). This model is part of MSc Electrochemistry and Battery Technologies project (2022 - 2023), University of Southampton.

Language: Python - Size: 5.13 MB - Last synced at: 5 days ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

Jonas-Verhellen/LFDeep

The code of the LFDeep project

Language: Python - Size: 7.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

MortadhaMannai/XAI-Multi-Modal-Handwriting-Analysis-with-Variational-Autoencoders-Siamese-Networks-and-MT-Learning

We analyze the handwritten AND image dataset from various writers using Variational Autoencoders, Siamese Network and then pass it through a Multi-Task Learning process to get the 15 features of the images directly. This is then used to compare the handwriting of the writers

Language: Jupyter Notebook - Size: 30.7 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Arshad221b/Multi-Task-Learning-for-Images-age-gender

Using Multi-task learning predict the age and gender from the images.

Language: Jupyter Notebook - Size: 66.8 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

Riccorl/elmo-wsd

Supervised end-to-end neural architecture that learns how to disambiguate words inside a text.

Language: Python - Size: 6.43 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

nehalmuthu/Covid-Simulation-in-Federated-Environment

COVID prediction and simulation based on mobility data in federated environment

Language: Jupyter Notebook - Size: 4 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

geraltofrivia/multitask-entitylevel-nlp

Language: Python - Size: 2.18 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

Interactive-Media-Lab-Data-Science-Team/Vampyr-MTL

Scalable, Portable Multi-task Learning Library for Python

Language: Jupyter Notebook - Size: 3.33 MB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

shantanu-ai/PSSAM-GAN

Repository of the algorithm Propensity Score Synthetic Augmentation Matching using Generative Adversarial Networks (PSSAM-GAN)

Language: Python - Size: 839 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

mmmmmddddd/nevermore

Multi-task learning benchmark.

Language: Python - Size: 69.3 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

juntaoy/dali-bridging

Multi-task Learning Based Neural Bridging Reference Resolution

Language: Python - Size: 62.5 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

EMBEDDIA/NER_BERT_Multitask

Named Entity Recognition (NER) system trained using a multitask approach

Language: Python - Size: 28.3 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

rsyamil/latent-space-inversion-lsi

Joint parameterization and direct history-matching method for engineering systems. LSI simultaneously extracts salient spatial and temporal features for direct inversion. Exploration of meaningful latent spaces allows rapid generation of ensemble of relevant inversion solutions.

Language: Jupyter Notebook - Size: 69.7 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 2

anlausch/multitask_sciarg

Multi-task learning models for the rhetorical analysis of scientific publications

Language: Python - Size: 18.6 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

MrChengmo/RecCookBook

『推荐算法』前沿论文阅读与代码实现

Size: 1.43 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

zcrwind/dr-aim

The source code of our BIBM 2019 paper "Molecular Graph Generation with Deep Reinforced Multitask Network and Adversarial Imitation Learning".

Size: 1000 Bytes - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

dongkwan-kim/Selective-Forgetting-TF

Selective Forgetting of Classes and Tasks for Deep Neural Networks [In Tensorflow]

Language: Python - Size: 697 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

ImanGoudarzvand/MultiSpectral-Diffusion

Official PyTorch implementation of the paper "MultiSpectral diffusion: joint generation of wavelet coefficients for image synthesis and upsampling"

Language: Python - Size: 429 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

AishwaryaHastak/MTL_DistillBERT

Mutli-Task Transformer Based Model

Language: Python - Size: 5.95 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

yunfeiluo/Hierarchical-Text-Classification

Was the Final Project for NLP course taken in 2020

Language: Python - Size: 56.6 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

JosselinSomervilleRoberts/BERT-Multitask-learning

Multitask-learning of a BERT backbone. Allows to easily train a BERT model with state-of-the-art method such as PCGrad, Gradient Vaccine, PALs, Scheduling, Class imbalance handling and many optimizations

Language: Python - Size: 30.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

haneneby/MultiNet

Repository for our deep multitask paper in DOT imaging.

Language: Python - Size: 25.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

sfu-mial/MultiNet

Repository for our deep multitask paper in DOT imaging.

Language: Python - Size: 25.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

bl0nder/regressify

A multi-task neural network coded from scratch that performs simultaneous regression and classification.

Language: Jupyter Notebook - Size: 142 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

sandernagelkerken/MAEAD

This repository contains the code for the MAEAD method and its implementation

Language: Jupyter Notebook - Size: 197 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

ponderbb/multitask-mayhem

Multi-task learning with adapted torchvision models (SSD, FasterRCNN, DeepLabv3) using Lightning-AI

Language: Python - Size: 4.15 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

SheezaShabbir/MultiTaskLearning-Multi-label-Classification-using-CNN-

Training a new classification network which should tell the identity label of an image and also be able to classify: ● Gender as Male/Female ● Wearing Glasses/ Not Wearing Glasses ● Smiling/ Not Smiling ● Wearing hat/ not wearing hat ● young/old. As we need 5 outputs from a single input. The custom CNN model consists of NN architecture with 5 heads return my the model. My model performance in Multilabel classification task is totally remarkable.

Language: Jupyter Notebook - Size: 212 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Asad-Ismail/SMN

Scaleable multitask Network

Language: Python - Size: 61.5 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

Sivler9/explainableIngredient2DishClassifier

Use of ShapBackprop to classify dishes based on their ingredients.

Language: Python - Size: 45.9 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

saeu5407/image_MTL

Multi-task 실습을 하며 Multiclass, Multilable 과 비교

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

sangminwoo/Cost-Out-Multitask-Learning

[Electronics] Revisiting Dropout: Escaping Pressure for Training Neural Networks with Multiple Costs

Language: Python - Size: 152 KB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

gdiprisco/Multitask_CNNs_for_efficient_face_analysis_in_the_wild

An innovative multi-task neural architecture suitable for face analysis and the consequent identification of gender, age, ethnicity and emotion. A network capable of the performance of the state of the art of single-task networks by sharing the feature extraction part. It may be suitable for robotic applications: it requires time and memory in the order of a single-task network.

Language: Python - Size: 28.2 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

hao-pt/Face-recognition

Face recognition using Deep learning methods

Language: Python - Size: 213 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 3

purelyvivid/mtan-traced-dwa Fork of lorenmt/mtan

For Multi-Task Attention Network (MTAN), I propose a modified Dynamic Weight Average

Language: Jupyter Notebook - Size: 5.86 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

geraltofrivia/thesis-domainadv-recurrentlm

The codebase which was used for my Masters's Thesis - Domain Adversarial Training for Recurrent Language Models

Language: Jupyter Notebook - Size: 589 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

johnnytorres/MALSAR Fork of jiayuzhou/MALSAR

Multi-task learning via Structural Regularization

Language: MATLAB - Size: 6.31 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

avinashsai/Multi-Task-Learning

Code for Multi Domain Sentiment classification using Multi Task Learning

Language: Jupyter Notebook - Size: 38.1 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

MirunaPislar/Do-LSTMs-learn-Syntax

Evaluate language models on syntactic tasks.

Language: Python - Size: 1.58 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

mliu-dark-knight/pytorch-CycleGAN-and-pix2pix Fork of ldf921/pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

Language: Jupyter Notebook - Size: 7.74 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

YerevaNN/JointUD

🚬 JointUD - Universal Dependencies | Part-of-Speech tagging, Morphological parsing and Lemmatization

Language: Python - Size: 29.3 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

PeterDeWeirdt/MTL_JULIA

Multitask Learning for Transcriptional Regulatory Network Inference in Julia

Language: Fortran - Size: 234 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

Sophiaoku/NASAJetEngineFailurePrediction

This repository contains all data and related research material for my practicum project with Sandia National Labs.

Language: Jupyter Notebook - Size: 20.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

danphilps/WBS_InfoSystems

Welcome to Warwick Business School's Financial Technology, Machine Learning Driven Quantitative Investment.

Language: Jupyter Notebook - Size: 97.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

SML-CompBio/OncoMark

A deep learning tool designed to predict Cancer Hallmark activities from tumor biopsy samples.

Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Luckilyeee/Hate-Speech-Detection

Achieving Hate Speech Detection in a Low Resource Setting

Language: Jupyter Notebook - Size: 5.98 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Abdul-AA/Multitask-Learning-House-Price-and-Category-Prediction

A multitask neural network that does both regression and classification

Language: Jupyter Notebook - Size: 10.6 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

shenbinqian/MTL4QE

This repository contains the code and data to train multi-task learning (MTL) models to evaluate machine translation of emotion-loaded user-generated content (UGC).

Language: Python - Size: 16.2 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

EsosaOrumwese/Msc_Research_Project_Multi-Task-Learning_CNN-GRU-biLSTM

This project is part of my Master's thesis for the MSc in Data Science with Artificial Intelligence program at the University of Exeter. It implements a multi-task deep learning model for simultaneous driver identification and transport mode classification using smartphone sensor data from the SHL preview dataset.

Language: Jupyter Notebook - Size: 298 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0