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admm

Solving Statistical Optimization Problems Using the ADMM Algorithm

aimnet_code

airflow-tutorial

awesome-deep-learning-single-cell-papers

boolode

Git Repo for simulating Boolean Models

discrimination-of-diabetic-retinopathy

discrimination-of-diabetic-retinopathy_data

dl_tutorials

Deep learning tutorials (2nd ed.)

drcomparison

Comparison of dimensionality reduction methods

dynbenchmark

Comparison of methods for trajectory inference on single-cell data 🥇

dyno

Inferring, interpreting and visualising trajectories using a streamlined set of packages 🦕

ece118

118 Lab Cases

ece206

Scripts of Circuits, Signals, and Systems

f1000imputation

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

humanized-mice-model_dna-seq_analysis

humanized-mice-model_rna-seq_analysis

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

machinelearning

Basic Machine Learning and Deep Learning

mibiomics

mson

prml

PRML algorithms implemented in Python

prml-1

Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop

prml-2

Bishop's PRML

prml-education

Educational implementation of Chris Bishop's Pattern Recognition and Machine Learning

progadnet

pyscenic

pySCENIC is a lightning-fast python implementation of the SCENIC pipeline (Single-Cell rEgulatory Network Inference and Clustering) which enables biologists to infer transcription factors, gene regulatory networks and cell types from single-cell RNA-seq data.

rsem_tutorial

A short tutorial on how to use RSEM

saver

Single-cell RNA-seq Gene Expression Recovery