Tzu-Hung Liang's starred repositories
professional-programming
A collection of learning resources for curious software engineers
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
AI-Products-All-In-One
彙整了真正實用的 ChatGPT 與生成式 AI 工具
blitz-bayesian-deep-learning
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
bayesian-torch
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
timeseries-clustering-vae
Variational Recurrent Autoencoder for timeseries clustering in pytorch
Video-Dataset-Loading-Pytorch
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
Universal-Transformer-Pytorch
Implementation of Universal Transformer in Pytorch
Adversarial_Video_Summary
Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)
bayes-by-backprop
PyTorch implementation of "Weight Uncertainty in Neural Networks"
BayesianNeuralNetwork-Tutorial-Metarepos
A meta repository pointing to the other repositories where the implementation of the supplementary examples for our tutorial "Hands-on Bayesian Neural Networks - A Tutorial for Deep Learning Users"
patrec2015
Pattern recognition course in LUT
synthetic-digits
The Synthetic Digits dataset for domain adaptation (PyTorch).