yuhan01

yuhan01's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python58.9k4701356k

• rlabbe/Kalman-and-Bayesian-Filters-in-Python

  Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

  Language:Jupyter Notebook17.4k4693314.3k

• ElegantLaTeX/ElegantBook

  Elegant LaTeX Template for Books

  Language:TeX2.1k40220408

• HackerPoet/FractalSoundExplorer

  Explore fractals in an audio-visual sandbox

  Language:C++1.2k2415138

• MonsieurV/py-findpeaks

  Overview of the peaks dectection algorithms available in Python

  Language:Python768415173

• omerbsezer/Generative_Models_Tutorial_with_Demo

  Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

  Language:Jupyter Notebook33316040

• zilongzhong/SSRN

  This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".

  Language:Python21782875

• maki-math/maki-web-hexo

  Language:TypeScript13181810

• jiajunhua/floodsung-Deep-Learning-Papers-Reading-Roadmap

  Language:Python11110032

• MeiShaohui/3DCAE-hyperspectral-classification

  Unsupervised Spatial-Spectral Feature Learning by 3-Dimensional Convolutional Autoencoder for Hyperspectral Classification

  Language:Python883531

• ShuGuoJ/HSI-Classification

  646120

• oeg-upm/fuzzy-c-means

  Fuzzy c-means Clustering

  Language:Python443022

• IRCAD/awesome-hyperspectral-deep-learning

  A curated list of papers and ressources linked to Deep Learning analysis of Hyperspectral Images

  33804

• felixriese/hyperspectral-regression

  Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".

  Language:Jupyter Notebook27205

• nickpoison/tsda

  Time Series for Data Science - R Code used in Time Series: A Data Analysis Approach Using R

  235222

• awasthi/math-solutions

  Solutions to various math textbooks

  Language:TeX183013

• popovicaco/BHSIpy

  Biomedical Hyperspectral Imaging Package

  Language:Python4100