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Digital Health Lab@NYCU
- Taiwan
- kaggle.com/chiachiiliang
Highlights
- Pro
Starred repositories
This is an AI agent for Street Fighter II Champion Edition.
Approaching (Almost) Any Machine Learning Problem
List of Computer Science courses with video lectures.
AI demo for playing ARPG/Soul-like game with RL frame
latex template for various conferences, as well as wise-man's overleaf (overleaf is terrible!)
Papers about training data quality management for ML models.
The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.
We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard latent diffusion model to synthesize a new set of parameters
Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.
Free Data Engineering course!
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"
Implementation of TabTransformer, attention network for tabular data, in Pytorch
LaTeX Template of Thesis for National Yang Ming Chiao Tung University (NYCU)
The official code for “Deep Unrestricted Document Image Rectification”, TMM, 2023.
Example of Fitness app done using Flutter for iOS and Android platforms.
concept drift datasets edited to work with scikit-multiflow directly
OpenFE: automated feature generation with expert-level performance
Audio generation using diffusion models, in PyTorch.
📖These are the concept drift datasets we made, and we open-source the data and corresponding interfaces. Welcome to use them for free if there is a need.
Data Valuation using Reinforcement Learning Pytorch Version
Cardinality Estimation via Learned Dynamic Sample Selection