Do Tran's Projects
rstudio::conf(2020) deep learning workshop
LaTeX files for the Deep Learning book notation
Tutorial for International Summer School on Deep Learning, 2019
Docker Cheat Sheet
A light-weight, no-dependency, vanilla JavaScript engine to drive the user's focus across the page
Dropout as Regularization and Bayesian Approximation
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
Source code for my collection of articles on using pandas.
A one pager for emojis on Campfire and GitHub
A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
Flower - A Friendly Federated Learning Framework
Fuzzy String Matching in Python
Kameleon recipies for my Grid'5000 images
Gemini is a modern LaTex beamerposter theme 🖼
Recall what you did on the last working day. Psst! or be nosy and find what someone else in your team did ;-)
A list of cool features of Git and GitHub.
Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)
Predictive modelling using evolutionary algorithms
Codebase for IEEE Congress on Evolutionary Computation 2014 paper "Running Up Those Hills: Multi-Modal Search with the Niching Migraory Multi-Swarm Optimiser", containing the NMMSO algorithm
Data and scripts relating to entries to the EEE CEC 2015 competition on niching methods for multimodal optimisation
Intro to Machine Learning with the Tidyverse
A Wiki for tips and tricks related to Ipe
Interactive Parallel Computing in Python
A numerical computing library in C++ developed by Prof. Gang-Gyoo Jin
Metrics for Kaggle competitions
Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)
The defaults kameleon recipes