Name: Linh T. Duong
Type: User
Company: KTH Royal Institute of Technology
Bio: Obtain a PhD in medical microbiology from the University of Greifswald, Germany. Interested in Microbiology, Molecular biology, Epidemiology, & Machine Learning
Twitter: DuongTuanLinh1
Location: Stockholm - Sweden
Blog: https://scholar.google.com/citations?user=aZKRy1oAAAAJ&hl=en
Linh T. Duong's Projects
Code examples in pyTorch and Tensorflow for CS230
cuDF - GPU DataFrame Library
Official PyTorch code for Curve-GCN (CVPR 2019)
Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.
This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch.
An implementation of our CVPR 2018 work 'Domain Adaptive Faster R-CNN for Object Detection in the Wild'
:sparkles: Data Augmentation by Backtranslation (DAB) :sparkles:
A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications
Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)
DAS Tool
Data Augmentation For Object Detection using Pytorch and PIL
Data Efficient Model Compression
Cheat Sheets
code for Data Science From Scratch book
Data Science Tutorials
Flask app to calculate compensation of a data scientist
My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton
A script to help you quickly build custom computer vision datasets
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
Deep-Lab combines CNN with CRF. It's built on top of caffe
Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。
A community run, 5-day PyTorch Deep Learning Bootcamp
Repository with data and code for the paper "Identification of SARS-CoV-2 from Genome Sequences using Deep Learning"
Deep Learning Specialization by Andrew Ng, deeplearning.ai.