Hao Duan's starred repositories
spectral-universality
Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"
awesome-equivariant-network
Paper list for equivariant neural network
Evaluating-Variational-Inference
Evaluating variational inference using Pareto-smoothed importance sampling and simulation-based calibration
logisticVB
Variational inference for Bayesian logistic regression
logistic-reg-bbvi-blog
Black Box Variational Inference for Bayesian logistic regression
pytorch_forward_forward
Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation
boltzmann-machines
Boltzmann Machines in TensorFlow with examples
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Leetcode-retag
重新分类 Leetcode 高频题
NixieTubeClock
辉光管时钟开源版本
DeepLearning-MuLi-Notes
Notes about courses Dive into Deep Learning by Mu Li
Squirrel-RIFE
效果更好的补帧软件，显存占用更小，是DAIN速度的10-25倍，包含抽帧处理，去除动漫卡顿感
Deep-Region-Competition
[NeurIPS 2021] Unsupervised Foreground Extraction via Deep Region Competition
algo_trading_and_quant_strategies
Supplemental Material for Algorithmic Trading and Quantitative Strategies
ta-lib-python
Python wrapper for TA-Lib (http://ta-lib.org/).
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.