Javelin1991

CZ1007_Data_Structures

Year-1 Module taken in NTU that focuses on C programming and various types of data structures and their implementations

CZ2001_Algorithms

Year-2 Module taken in NTU that focuses on mastering basic algorithms like sorting and complex algorithms such as Greedy Algorithms

CZ2002_Object_Oriented_Design_and_Programming

Year-2 Module taken in NTU that focuses on object oriented programming in Java and C++ and various OOP design patterns and concepts

CZ2004_Human_Computer_Interaction

Year-2 Module taken in NTU that focuses on interaction between human and computer and effective rules to follow when designing UI prototypes

CZ2006_Software_Engineering

Year-2 Module taken in NTU that focuses on understanding the entire software engineering process

CZ3001_Advanced_Computer_Architecture

Year-3 Module taken in NTU that focuses on concepts about pipe-lining, instruction set architecture design and various types of parallelism

CZ3006_Net_Centric_Computing

Year-3 Module taken in NTU that focuses on network protocol hierarchy, web client-side and server-side programming techniques

CZ4041_Machine_Learning

Year-4 Module taken in NTU that discusses about various machine learning algorithms and their strengths and weaknesses

CZ4046_Intelligent_Agents

Year-4 Module taken in NTU that focuses on reinforcement learning algorithms, single intelligent agent and multiagent systems.

htet_predict_bank_failure

Final Year Project that is to be completed as part of the fulfillment of Computer Science Degree in NTU

Javelin1991/htet_predict_bank_failure

Final Year Project that is to be completed as part of the fulfillment of Computer Science Degree in NTU

Javelin1991/CZ2006_Software_Engineering

Year-2 Module taken in NTU that focuses on understanding the entire software engineering process

Javelin1991/CZ4046_Intelligent_Agents

Year-4 Module taken in NTU that focuses on reinforcement learning algorithms, single intelligent agent and multiagent systems.

Javelin1991/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.

Javelin1991/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"

Javelin1991/abce

Agent-based computational Economics, the Python library that makes AB modelling easier

Javelin1991/CZ4041_Machine_Learning

Year-4 Module taken in NTU that discusses about various machine learning algorithms and their strengths and weaknesses

Javelin1991/Accelerated-cpp-exercise

Javelin1991/Adv_Fin_ML_Exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

Javelin1991/awesome-public-datasets

A topic-centric list of HQ open datasets.

Javelin1991/benchmarking-gnns

Repository for benchmarking graph neural networks

Javelin1991/CE7490-RAID6

A Proof of Concept of RAID6 Implementation

Javelin1991/differentiable_filters

tensorflow code for differentiable filtering

Javelin1991/DRL-Agents

research and implementations of Deep RL agents and their applications

Javelin1991/dynamic_traffic_simulation

This repo contains supplementary materials of our paper, "Data-driven Microscopic Traffic Modelling and Simulation using Dynamic LSTM"

Javelin1991/dynamicDRLcalibrationForCFM

Javelin1991/FTR-MTS-EO

Javelin1991/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.

Javelin1991/mdp_algo

Year-3 Module taken in NTU that requires a group of team members to implement a robot that can explore and find the fastest path in a maze

Javelin1991/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.

Javelin1991/PhyGuidedGraphConvCFM

Javelin1991/pwc

Papers with code. Sorted by stars. Updated weekly.

Javelin1991/Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions

Solutions of Reinforcement Learning, An Introduction

Javelin1991/reinforcement_learning_an_introduction

Notes and exercise solutions for second edition of Sutton & Barto's book

Javelin1991/Sensor-Fusion-and-Nonlinear-Filtering

Repository for the course "Sensor Fusion and Non-Linear Filtering"

Javelin1991/sumo_demo

Javelin1991/Traffic-SImulation-and-Visualization

Traffic Intersection Simulation Using C++ and Qt

Javelin1991/TrajectoryMatching

The high-performance spatiotemporal trajectory matching framework

Javelin1991/Udemy_RockTheJVM_Scala_Beginner

Javelin1991/uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021/Spring 2022