y-bai

12306_captcha

基于深度学习识别12306验证码

advanced_python

Examples of advanced Python programming techniques

AttentioNN

All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.

bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

bgi-aneuploidy

predict chromosome aneuploidy

bgi-phage-bact

cfdna_covid19

covid-19 prediction using laboratory parameters and plasma cfDNA

pbmc-pe

PE prediction using PBMC scRNA-seq data with machine learning method

SpaSEG

An unsupervised convolutional neural network-based model for multiple SRT analysis tasks, including spatial domain identification, multiple adjacent sections integration, SVG detection, and spatial CCI inference.

y-bai/SpaSEG

An unsupervised convolutional neural network-based model for multiple SRT analysis tasks, including spatial domain identification, multiple adjacent sections integration, SVG detection, and spatial CCI inference.

y-bai/cfdna_covid19

covid-19 prediction using laboratory parameters and plasma cfDNA

y-bai/bgi-phage-bact

y-bai/pbmc-pe

PE prediction using PBMC scRNA-seq data with machine learning method

y-bai/AttentioNN

All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.

y-bai/bgi-aneuploidy

predict chromosome aneuploidy

y-bai/bgi-cnv

cnv detection using deep learning model

y-bai/bgi-deep_st

spatial transcriptomics analysis using deep learning model

y-bai/bgi-ordscore

y-bai/bgi-prs

y-bai/biomlm

large language model for DNA

y-bai/blog-imgbed

blog-imgbed

y-bai/conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

y-bai/interpret

Fit interpretable models. Explain blackbox machine learning.

y-bai/iterm2-zmodem

在 Mac 下，实现与服务器进行便捷的文件上传和下载操作

y-bai/llm

llm model and advanced techs

y-bai/Machine-Learning-and-Artificial-Intelligence

Resources to learn more about Machine Learning and Artificial Intelligence

y-bai/machine-learning-course

:speech_balloon: Machine Learning Course with Python

y-bai/multiomics-covid19

y-bai/nlp-beginner

NLP上手教程

y-bai/omiclm

LLM of integrating scRNA and scATAC

y-bai/Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

y-bai/pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

y-bai/pyprobml

Python code for "Machine learning: a probabilistic perspective"

y-bai/Python

All Algorithms implemented in Python

y-bai/scrna-cluster

deep learning for scRNA cluster

y-bai/spmtoken

tokenize DNA with google sentencepiece

y-bai/st_MIA_IA

spatial transcriptomics

y-bai/stNiche

Niche recognization based on spatially resolved transcriptomics using joint embedding and graph attention network

y-bai/y-bai.github.io

my personal blog site.