nguyensu

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/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