Trần Đức Trung's starred repositories
structured-neural-summarization-replication
Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural language and source code.
The-Machine-Learning-Solutions-Architect-Handbook
The Machine Learning Solutions Architect Handbook, published by Packt
Document-Image-Dewarping
Document Image Dewarping
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
Deep-Learning-Book
Deep Learning book the covers the principles of deep learning, motivation, explanations, state of the art papers for the various tasks and architectures: CNNs, object detection, semantic segmentation, generative models, denoising, super resolution, style transfer and style manipulation, inpaintig, self supervised learning, vision transformers, OCR, and multi modal. Hope that it will be useful to some of you 🙂
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
Unofficial-Pix2Seq
Unofficial implementation of Pix2SEQ
project-NN-Pytorch-scripts
see README
devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
log-anomaly-detector
Log Anomaly Detection - Machine learning to detect abnormal events logs
ML-on-mouse-movements
Using machine learning on mouse dynamics for user authentication/identification purposes.
detect-headless
Access https://infosimples.github.io/detect-headless to run several headless detection tests against your browser.
phishing-detection-plugin
A lite chrome extension for detecting phishing sites using random forest classifier
Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
Minimal-Text
Minimal Text Theme, Same version, new repository.
receipt-scanner
a machine learning implementation of OCR
Water-Filling
My second year project under advisor Prof. Changick Kim (2015.09~2016.03). The technique is for removing illumination distortions for camera captured document images. Source Code Available
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Deep-Audio-Prior
Audio Source Separation Without Any Training Data.