🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…

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

this repository accompanies the book "Grokking Deep Learning"

Reproducible-Bayesian-Tensor-Machine-Learning-SOTA

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 Mathematica…

Longitudinal data analysis using matrix completion

R toolkit for single cell genomics

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

📚 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

NicheNet: predict active ligand-target links between interacting cells

MultiMAP for integration of single cell multi-omics

tensor-tensor product toolbox

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

Matrix and Tensor Completion for Background Model Initialization

NMF: A Flexible R package for Nonnegative Matrix Factorization

Tensor Train decomposition on TensorFlow

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

机器学习相关教程

Awesome Artificial Intelligence Projects

R package for detection of cell-cell interaction using Non-negative Tensor Decomposition

Tensor Train Toolbox

The sample code to study non-negative matrix and tensor factorization.

🔬 Path to a free self-taught education in Bioinformatics!

Interactive lessons in bioinformatics.

This is a course material for numerical optimization to be taught in summer 2020

Python 中文数据结构和算法教程