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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.

awesome-pytorch-chinese

【干货】史上最全的PyTorch学习资源汇总

bayesian_changepoint_detection

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

bert

TensorFlow code and pre-trained models for BERT

bgi-aneuploidy

predict chromosome aneuploidy

bgi-cnv

cnv detection using deep learning model

bgi-deep_st

spatial transcriptomics analysis using deep learning model

bgi-lungcancerprediction-omic

predict lung cancer based on StackingClassifier using cfDNA TSS features

bgi-ordscore

bgi-phage-bact

bgi-prs

biomlm

large language model for DNA

blog-imgbed

blog-imgbed

cfdna_covid19

covid-19 prediction using laboratory parameters and plasma cfDNA

conv_arithmetic

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

dagmm

My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

deep-speaker

Deep Speaker: an End-to-End Neural Speaker Embedding System https://arxiv.org/pdf/1705.02304.pdf

deepclustering

Deep Clustering

endometrial_cancer

endometrial_cancer for tongji hospital

github-cheat-sheet

A list of cool features of Git and GitHub.

indelpred

prediction of pathogenicity of INDEL via machine learning

interpret

Fit interpretable models. Explain blackbox machine learning.

islr-python

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

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

kentutils

UCSC command line bioinformatic utilities

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-tcn

Keras Temporal Convolutional Network.