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Stevie Yeh's Projects

awesome-automl-and-lightweight-models icon awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-automl-papers icon awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

bio-10x icon bio-10x

Use Seurat,monocle etc in R to analysis 10X single cell dataset

books icon books


cellcnn icon cellcnn

Representation Learning for detection of phenotype-associated cell subsets

combat-seq icon combat-seq

Batch effect adjustment based on negative binomial regression for RNA sequencing count data

congan icon congan

Continious Generative Adversarial Network

data-iterator icon data-iterator

This is a data iterator I write for my dataset,it also include data agumention

deeplabv3 icon deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

deeplearning icon deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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