ngctnnnn

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Deutsches Forschungszentrum für Künstliche Intelligenz

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ngctnnnn.github.io/resume

Tan Ngoc Pham 's repositories

DRL_Traffic-Signal-Control

Investigating Q-Learning and DQN variants for Traffic Signal Control problem

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ngctnnnn.github.io

A technical blog project

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Detecting_Abnormalities_CXR

Deep learning approaches in detecting 14 different abnormalities via Chest X-Ray images

Language:Jupyter NotebookMIT9 1 2

CS112

This is our repo for CS112 - Design and Analysis of Algorithm, Spring 2021, University of Information Technology, VNU HCM

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RN-MuOENAS

A demo React Native app for Multi-objective Evolutionary Neural Architecture Search

Language:Python5 10

CS106

This is my repo for CS106 - Artificial Intelligence, Spring 2021, University of Information Technology, Vietnam National University - HCMC

Language:Python4 10

Detect-COVID19

COVID-19 detecting with Deep Learning based

Language:Jupyter NotebookMIT4 10

Automode-for-sokoban

This is my project for CS106 homework - use uninformed and informed search to upgrade auto mode for Sokoban game

Language:Python3 10

Competitive-Programming

Practice Competitive Programming

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IT007-Operating-System

IT007 - Operating system

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PneumoniaClassification_GCN

Graph Convolutional Neural Network as an explainable Pneumonia classifier

Language:Jupyter NotebookMIT3 10

Simulation_experiments_for_optimizing_objective_function

Simulation experiments for optimizing objective function with Differential Evolution, Evolution Strategies and Cross Entropy Method (2 versions)

Language:Jupyter NotebookMIT3 10

CS111

This is my repo for CS111, Principles and Methods of programming

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CS231

This is my repo for CS231 - Introduction to Computer Vision

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dl_cpp

Simple tasks made with C++ for optimizing Computer Vision programs using Deep Learning

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pyproj

A compact CLI to initialize projects

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Automated_billiards

An automated approach for Billiard balls detecting problem

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evo_optim_cpp

Implement evolution algorithms to optimize so-called test functions in C++

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ImageRetrievalSystem

Multiple techniques to enhance performance in CNN-based Image Retrieval systems

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LVM-Med

Official implementation for paper "LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching" (NeurIPS, 2023)

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TF-MaOENAS

Official implementation for [Best Paper Award @ SoICT 2022] "Training-Free Multi-Objective and Many-Objective Evolutionary Neural Architecture Search with Synaptic Flow"

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BigGraph

Công Cụ Biểu Diễn Đồ Thị Lớn và Trích Đồ Thị Con

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CS116

CS116 - Python programming for Machine Learning

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CS410

CS410 - Neural network and Genetic algorithm

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CS431

CS431 - Deep Learning techniques and applications

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DS102

DS102 - Statistical Machine Learning

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resume

My résume

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SAM4MIS

Segment Anything Model for Medical Image Segmentation: paper list and open-source project summary

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TransactionAPI

A simple API for money transaction using Blockchain

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Ventilator_Pressure_Prediction

Simulate a ventilator connected to a sedated patient's lung using XGBoost

Language:Jupyter NotebookMIT000