junliangma

Book3_Elements-of-Mathematics

Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

NoteHighlight2016

Source code syntax highlighting for OneNote 2016 and OneNote for O365 . NoteHighlight 2013 port for OneNote 2016 (32-bit and 64-bit)

zotero-scihub

A plugin that will automatically download PDFs of zotero items from sci-hub

Bilibili_video_download

:rainbow:Bilibili_video_download-B站视频下载

Linear-Algebra-With-Python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

MachineLearningNotes

My personal notes

neural-structured-learning

Training neural models with structured signals.

CCT

:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

InfoGraph

Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)

Laplacians.jl

Algorithms inspired by graph Laplacians: linear equation solvers, sparsification, clustering, optimization, etc.

GraphLearning

Python package for graph-based clustering and semi-supervised learning

spectralGraphTopology

Structured Graph Learning via Laplacian Spectral Constraints (NeurIPS 2019)

software

保存的各种各样的好用的软件！

multi-atlas-segmentation

Multi Atlas Segmentation and Morphometric analysis toolkit (MASMAT) for mouse brain MRI

Label-Propagation-with-Augmented-Anchors

A2LP for short, ECCV2020 spotlight, Investigating SSL principles for UDA problems

AdvSSL

A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning

ICDE

graph-construction-semi-supervised

Experiments comparing the UMAP graph construction method with other graph construction methods for semi-supervised learning

PM_SSL

Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs

graph-based-semi-supervised-reject-inference-framework

Code and examples for my paper

LabelNet

Using a hybrid model of supervised learning and label propagation for prediction of stock prices direction of movement

GSSL_label_noise

Repository of Analysis of Label Noise in Graph-Based Semi-Supervised Learning

Laplacian_Lp_Graph_SSL

manifold_ssl

Semi-supervised learning algorithms based on manifold graph structure

LaPOLeaF

A semisupervised classification method with Label Propagation in Optimal Leading Forest

gcn-pytorch

Semi Supervised Learning on Graphs using Pytorch

image-text-localization-recognition

A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約

gem

Learning When To Trust Your Neighbors: Robust Graph-Based Semi-Supervised Learning

MachineLearningNotes

My personal notes

TextCategorization

Graph-Based Semi-Supervised Learning, with scikit-learn