Dustin Huynh's Projects
500 AI Machine learning Deep learning Computer vision NLP Projects with code
The repository for freeCodeCamp's YouTube course, Algorithmic Trading in Python
Documentation and samples for ArcGIS API for Python
Prediction models for stock price
Attention based model for learning to solve different routing problems
"20 Newsgroups" text classification with python
Crew scheduling problems, models, and methodologies for bus drivers
A helpful 5-page data science cheatsheet to assist with exam reviews, interview prep, and anything in-between.
All the slides, accompanying code and exercises all stored in this repo. š
A collection of algorithms and data structures
Deep Learning for Short-term bike-sharing demand prediction: LSTM and CNN-LSTM
Markowitz portfolio optimisation (efficient frontier) in Python
Here you can find all the quantitative finance algorithms that I've worked on and refined over the past year!
dashboard Web app
The code to Learn Python3 The Hard Way
A collection of machine learning examples and tutorials.
This is my thesis for M.Sc. Economic Behaviour and Governance at Kassel University(Germany)
Salary Prediction Web App With Streamlit
in progress
Machine Learning library for educational purpose.
comparing stand up comedians using natural language processing
In this section, we briefly introduce the theories we applied in order to select an optimal portfolio. Modern Portfolio Theory states that by diversifying the portfolio, investors could find the highest expected return with any given level of volatility.
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Discrete choice model
DEA Model
Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).
Python implementation of web scraping of TripAdvisor with Selenium in a new 2019 website