Htet Naing's repositories
htet_predict_bank_failure
Final Year Project that is to be completed as part of the fulfillment of Computer Science Degree in NTU
CZ2006_Software_Engineering
Year-2 Module taken in NTU that focuses on understanding the entire software engineering process
CZ4046_Intelligent_Agents
Year-4 Module taken in NTU that focuses on reinforcement learning algorithms, single intelligent agent and multiagent systems.
Deep-QLearning-Agent-for-Traffic-Signal-Control
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize the traffic efficiency.
dynamic_traffic_simulation_with_jtpg_lstm
This repo contains supplementary materials of our paper, "Dynamic Data-driven Microscopic Traffic Simulation using Jointly Trained Physics-guided LSTM"
CZ4041_Machine_Learning
Year-4 Module taken in NTU that discusses about various machine learning algorithms and their strengths and weaknesses
Adv_Fin_ML_Exercises
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
awesome-public-datasets
A topic-centric list of HQ open datasets.
benchmarking-gnns
Repository for benchmarking graph neural networks
CE7490-RAID6
A Proof of Concept of RAID6 Implementation
differentiable_filters
tensorflow code for differentiable filtering
DRL-Agents
research and implementations of Deep RL agents and their applications
dynamic_traffic_simulation
This repo contains supplementary materials of our paper, "Data-driven Microscopic Traffic Modelling and Simulation using Dynamic LSTM"
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
MTT
Implementation of several Bayesian multi-target tracking algorithms, including Poisson multi-Bernoulli mixture filters for sets of targets and sets of trajectories. The repository also includes the GOSPA metric and a metric for sets of trajectories to evaluate performance.
pwc
Papers with code. Sorted by stars. Updated weekly.
Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions
Solutions of Reinforcement Learning, An Introduction
reinforcement_learning_an_introduction
Notes and exercise solutions for second edition of Sutton & Barto's book
Sensor-Fusion-and-Nonlinear-Filtering
Repository for the course "Sensor Fusion and Non-Linear Filtering"
Traffic-SImulation-and-Visualization
Traffic Intersection Simulation Using C++ and Qt
TrajectoryMatching
The high-performance spatiotemporal trajectory matching framework
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021/Spring 2022