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camelyon

The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.

camelyon16-grand-challenge

Implementation of Camelyon'16 grand challenge

cs229

💡 My Solutions to Assignments and Projects Stanford CS229 @Fall 2017

cs231nassignment

Stanford CS231n assignment in 2019 spring

deep-learning

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep_learning_in_wsi

将深度学习用于病理图像分析以及Openslide和OpenCV使用入門資料

deeplearningcamelyon

DeepLearning - Camelyon16 dataset

doabsolute

:package: Automate Absolute Copy Number Calling using 'ABSOLUTE' package

docs

TensorFlow documentation

excelerate-scrnaseq

Single RNA-seq data analysis with R (Finland, May, 2019)

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

keras-vis

Neural network visualization toolkit for keras

methy_array

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

promise12_segmentation

Codes that I have written to complete promise12 prostate segmentation competition.

pspnet-keras

这是一个pspnet-keras的源码，可以用于训练自己的模型。

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

scrna.seq.course

Analysis of single cell RNA-seq data course

seurat-wrappers

Community-provided extensions to Seurat

single-cell-tutorial

Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"

stanford-cs229

🤖 Exercise answers to the problem sets from the 2017 machine learning course cs229 by Andrew Ng at Stanford

v2ray

最好用的 V2Ray 一键安装脚本 & 管理脚本