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2022-summer-course

This is a repository of the supplementary implementation for the 2022 summer course 'Mathematical Theory and Applications of Deep Learning', taught by Professor Haizhao Yang at Tianyuan Mathematical Center in Central China

abu

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

ais-impute-tensor-

Matlab Code for Accelerated and Inexact Soft-Impute for Large-Scale Matrix and Tensor Completion. IEEE Transactions on Knowledge and Data Engineering (TKDE). 2018.

an-introduction-to-applied-bioinformatics

Interactive lessons in bioinformatics.

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, ... 🧠

artificial-intelligence

Awesome Artificial Intelligence Projects

awesome-community-detection

A curated list of community detection research papers with implementations.

bioinformatics

:microscope: Path to a free self-taught education in Bioinformatics!

biscuit_singlecell_imm_icml_2016

R Codebase for BISCUIT: Infinite Mixture Model to cluster and impute single cells.

bullshitgenerator

Needs to generate some texts to test if my GUI rendering codes good or not. so I made this.

cellchat

R toolkit for inference, visualization and analysis of cell-cell communication from single-cell data

cellphonedb

celltalker

Inference of cell-cell communication from single-cell RNAseq data

cmfimpute

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

data-science-from-scratch

code for Data Science From Scratch book

embl-single-cell-course-2016

Material for lecture at the EMBL Single Cell Course 2016

faster

Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations. ICML-2019.

fcomplete

Longitudinal data analysis using matrix completion

geneticalgorithm

遗传算法的JS实现

geo

gramm

Gramm is a complete data visualization toolbox for Matlab. It provides an easy to use and high-level interface to produce publication-quality plots of complex data with varied statistical visualizations. Gramm is inspired by R's ggplot2 library.

grnmf

An R/Rcpp/RcppArmadillo implementation of Deng Cai's Non-negative Matrix Factorization on Manifold, sometimes called GNMF or GrNMF.

grokking-deep-learning

this repository accompanies the book "Grokking Deep Learning"

imagefusion_infrared_visible_latlrr

infrared anf visible image fusion using latent low-rank representation

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

italk

ksttm

Matlab Codes for Kernelized Support Tensor Train Machines (KSTTM)

ligand-receptor-pairs

Compendium of available lists of ligand-receptor pairs and surface-secreted protein interactions.

lsstm

Least Squares Support Tensor Machine in Python