Chen Lequn's Projects
ROS-Industrial ABB meta-package (http://wiki.ros.org/abb)
This work customised a novel Fe-Ni-Ti-Al maraging steel assisted by machine learning to leverage the IHT effect for the in-situ formation of massive precipitates during LAM without PHT.
This is the repository for ASME IDETC2023 Autodesk Hackathon challenge
The Shazam-similar app, that identify the song using audio fingerprints & spectrum analysis and Fast Fourier transform
This is a list of various utilities repos in github for easily using rosbag.
The Python SDK for Android
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)
A memory-efficient implementation of DenseNets
C++ library for audio and music analysis, description and synthesis, including Python bindings
A collaborative repository for research on modeling additive manufacturing using graph neural networks
Interactive Visualization with Plotly Express
Wavelet scattering transforms in Python with GPU acceleration
This repository is to record some reference code and techniques during the development of GUI project for schaeffler NTU
A fast K Nearest Neighbor library for low-dimensional spaces
The programming repository for MA4012
Repository for practicing Machine learning with scikit-learn and tensorflow
This repository is for practicing Assembly language used for MA4932 course
An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process
This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.
Attention-based multimodal fusion for sentiment analysis
This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis, accepted at EMNLP 2021.
Diagrams for visualizing neural network architecture (Created with diagrams.net)
pytorch tutorial for beginners
95.47% on CIFAR10 with PyTorch
Build your neural network easy and fast, 莫烦Python中文教学
This is the repository prepared for NTU MAE robotics club ROS workshop
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学