mohamedr002
Motivated researcher in Computer Science and Engineering with a strong mastering of mathematical theories. Diverse background in medical imaging techniques
Center for Frontier AI Research, A*STARSingapore
Pinned Repositories
ADARUL
AMDA
This is an implementation of single source multiple target domain adaptation for fault diagnosis
Attention-based-Sequence-to-Sequence-for-RUL
Proposed ATS2S model for C-MAPSS dataset.
CADA
This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.
CCDG
Conditional Contrastive Domain Generalization For Fault Diagnosis
Contrastive-Predictive-Coding-PyTorch
Contrastive Predictive Coding for Automatic Speaker Verification
MAPU_SFDA_TS
Practical-Time-Series-In-Python
Practical guidance for time series analysis in Python
SLARDA
temporalCNN
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series
mohamedr002's Repositories
mohamedr002/AMDA
This is an implementation of single source multiple target domain adaptation for fault diagnosis
mohamedr002/CADA
This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.
mohamedr002/SLARDA
mohamedr002/CCDG
Conditional Contrastive Domain Generalization For Fault Diagnosis
mohamedr002/MAPU_SFDA_TS
mohamedr002/Attention-based-Sequence-to-Sequence-for-RUL
Proposed ATS2S model for C-MAPSS dataset.
mohamedr002/ADARUL
mohamedr002/Practical-Time-Series-In-Python
Practical guidance for time series analysis in Python
mohamedr002/data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
mohamedr002/Data-Science-Roadmap
Data Science Roadmap from A to Z
mohamedr002/Papers-Template
mohamedr002/rul-degradation
remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, condition-based maintenance, CBM, predictive maintenance, PdM, prognostics health management, PHM
mohamedr002/Structural-Health-Monitring
mohamedr002/academic-Portofolio
mohamedr002/ADAST
Implementation of the work: "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"
mohamedr002/AI-Based-Sign-Language-Interpretter
mohamedr002/attentive-neural-processes
implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)
mohamedr002/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
mohamedr002/cmu-10732-robustness-adaptivity-shift
Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments
mohamedr002/dl_ts_framework
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
mohamedr002/Intelligent-Sign-Langauge-Interpreter--ISLI
mohamedr002/mohamed.ragab
mohamedr002/mohamed_ragab
mohamedr002/mohamedragab.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
mohamedr002/Pytorch-DL-Models
mohamedr002/pytorch-triplet-loss
Triplet-net and triplet loss implementation on pytorch
mohamedr002/Pytorch-Tutorial-Scripts
This a summary of implementation of different archs in pytorch
mohamedr002/reliability-diagrams
Reliability diagrams visualize whether a classifier model needs calibration
mohamedr002/template-pytorch-lightning-hydra-mlflow-poetry
An easy to use ML template project using Pytorch-Lightning, Hydra, Mlflow, and Poetry.
mohamedr002/TS-TCC
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"