yenchiah
Assistant Professor at the MultiX group in the Informatics Institute, University of Amsterdam, The Netherlands
University of AmsterdamAmsterdam, Netherlands
Pinned Repositories
deep-smoke-machine
Deep learning models and dataset for recognizing industrial smoke emissions
video-labeling-tool
A web-based tool for labeling video clips (both front-end and back-end).
Awesome-Weak-Supervision
A curated list of programmatic weak supervision papers and resources
geo-heatmap
A JavaScript Library for Creating an Interactive Geographical Heatmap
project-application-template
A template to start a web-based project that has both back-end and front-end.
project-website-template
A HTML/CSS Template for Building Projects or Personal Websites
public-resources
This repository offers several public resources that I curated.
SENSEable-Shoes
A Wearable Shoe-Integrated Interaction Interface
SimArch
A Multi-agent System for Human Path Simulation In Architecture Design
timeline-heatmap
A JavaScript Library for Creating an Interactive Timeline Heatmap
yenchiah's Repositories
yenchiah/project-website-template
A HTML/CSS Template for Building Projects or Personal Websites
yenchiah/public-resources
This repository offers several public resources that I curated.
yenchiah/Awesome-Weak-Supervision
A curated list of programmatic weak supervision papers and resources
yenchiah/datastore
BodyTrack datastore. C++ project for handling and serving data streams.
yenchiah/deep-smoke-machine
Deep learning models and dataset for recognizing industrial smoke emissions
yenchiah/ijmond-camera-scraper
yenchiah/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
yenchiah/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
yenchiah/cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
yenchiah/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
yenchiah/data-science-book-uva
Website for the data science course 2024 (Bachelor level) at the Informatics Institute, University of Amsterdam
yenchiah/data-science-book-uva-2023
Website for the 2023 edition of the data science course (Bachelor level) at the Informatics Institute, University of Amsterdam
yenchiah/DCGAN_surrogate_of_HYSPLIT
yenchiah/docs
Yen-Chia Hsu Documentation
yenchiah/esdr
Environmental Sensor Data Repository (ESDR)
yenchiah/esdr-explorer
Data Explorer frontend for ESDR
yenchiah/ijmond-camera-monitor
yenchiah/image-data-module
yenchiah/jupyter-book-template
yenchiah/pytorch-Deep-Learning
Deep Learning (with PyTorch)
yenchiah/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
yenchiah/smell-pittsburgh-prediction
Predicting and Interpreting Smell Data Obtained from Smell Pittsburgh
yenchiah/structured-data-module
Structured Data Processing Module (for a data science course)
yenchiah/STSClustering_SmellPGH
yenchiah/test
yenchiah/text-data-module
This repository hosts the teaching materials for processing text data.
yenchiah/Transmission-BVM
Dataset and code of our AAAI2022 paper "Transmission-Guided Bayesian Generative Model for Smoke Segmentation"
yenchiah/uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
yenchiah/video-labeling-tool
A web-based tool for labeling video clips (both front-end and back-end).
yenchiah/yenchiah.github.io