nguyensu
Su Nguyen is a Senior Lecturer in AI and Analytics at RMIT University.
RMIT UniversityAustralia
Pinned Repositories
visevo
Visualising the search process of EC algorithms
AI-Feynman
asoiaf
Character Interaction Networks for George R. R. Martin's "A Song of Ice and Fire" saga
awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources
bnlearn
Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
Cascading-Decision-Tree
Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning
ChartSeer
ChartSeer: Interactive Steering Exploratory Visual Analysis with Machine Intelligence
cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
cloudtechbus
Materials for CTB courses
cpsat-primer
Using and Understanding ortools' CP-SAT: A Primer and Cheat Sheet
nguyensu's Repositories
nguyensu/cloudtechbus
Materials for CTB courses
nguyensu/funsearch
nguyensu/or-tools
Google's Operations Research tools:
nguyensu/interpretable-ml-class.github.io
Explainable AI: From Simple Rules to Complex Generative Models
nguyensu/cpsat-primer
Using and Understanding ortools' CP-SAT: A Primer and Cheat Sheet
nguyensu/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
nguyensu/prescriptive_analytics_aai
nguyensu/evojax
nguyensu/pydl8.5
An algorithm for learning optimal decision trees, with Python interface
nguyensu/bnlearn
Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
nguyensu/Data-science
Collection of useful data science topics along with code and articles
nguyensu/datapane
Datapane is the easiest way to create data science reports from Python.
nguyensu/L2D
Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"
nguyensu/visevo
Visualising the search process of EC algorithms
nguyensu/xmap
XMAP: eXplainable Mapping Analytical Process -- a simple interactive AI-based visualisation which allows users to conveniently explore and extract patterns from their high-dimensional data.
nguyensu/MIP-EGO
Mixed-Integer Parallel Efficient Global Optimization
nguyensu/jaal
Your interactive network visualizing dashboard
nguyensu/data_engineering_python
nguyensu/asoiaf
Character Interaction Networks for George R. R. Martin's "A Song of Ice and Fire" saga
nguyensu/PySR
Simple, fast, and parallelized symbolic regression in Python/Julia via regularized evolution and simulated annealing
nguyensu/QuIP
Quantum Integer Programming Syllabus
nguyensu/symbolic_deep_learning
Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"
nguyensu/CyberBattleSim
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
nguyensu/pyaf
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
nguyensu/google-research
Google Research
nguyensu/timemachines
Simple pure function representations of popular time series packages.
nguyensu/shapash
Shapash makes Machine Learning models transparent and understandable by everyone
nguyensu/ChartSeer
ChartSeer: Interactive Steering Exploratory Visual Analysis with Machine Intelligence
nguyensu/xcsf
XCSF learning classifier system: rule-based online evolutionary machine learning
nguyensu/Cascading-Decision-Tree
Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning