Ivan Shih's repositories
learnxinyminutes-docs
Code documentation written as code! How novel and totally my idea!
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
deedsBCV
new and more efficient version for 3D discrete deformable registration, reaching the highest accuracy in several benchmarks
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
NiftyNet
An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
DLTK
Deep Learning Toolkit for Medical Image Analysis
ganhacks
starter from "How to Train a GAN?" at NIPS2016
transferlearning
Resources and codes about transfer learning and domain adaptation--迁移学习
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
cs231n.github.io
Public facing notes page
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
ciml
A Course in Machine Learning
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
awesome-research
:seedling: a curated list of tools to help you with the research/life
cusplibrary
CUSP : A C++ Templated Sparse Matrix Library
bgslibrary
A background subtraction library
LITS-CHALLENGE
INFORMATION FOR THE LIVER TUMOR SEGMENTATION CHALLENGE
Deep-Learning-for-Medical-Applications
Deep Learning Papers on Medical Image Analysis
awesome-deep-learning-papers
The most cited deep learning papers
iNSFC
An awesome LaTeX template for NSFC proposal.
pdf2htmlEX
Convert PDF to HTML without losing text or format.
mctc4bmi
Matrix and Tensor Completion for Background Model Initialization
lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
google-interview-university
A complete daily plan for studying to become a Google software engineer.
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
awesome-bash
A curated list of delightful Bash scripts and resources.