Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

Repo for CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning

Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Graph Attention Network), which will continue to be updated in t…

Heterogeneous Graph Neural Network

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

Winning solution of the Indoor Location & Navigation Kaggle competition

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

Repository for the Explainable Deep One-Class Classification paper

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

Anomaly detection related books, papers, videos, and toolboxes

Research on indoor localization

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

Code for the ICDCS2022 paper: GRAFICS: Graph Embedding-based Floor Identification Using Crowdsourced RF Signals

Simplified implementation of one class neural network for nonlinear anomaly detection.

Tight Learned Inertial Odometry

数据极度不均衡时的一个二分类实现，在weighted class，oversampling，focal loss等解决方式上进行了验证和对比；并对focal loss进行了调参

RoNIN: Robust Neural Inertial Navigation in the Wild

Data Science for Indoor positioning

Louvain Community Detection

提供了百度坐标（BD09）、国测局坐标（火星坐标，GCJ02）、和WGS84坐标系之间的转换

Repository for the Deep One-Class Classification ICML 2018 paper

wifi/pdr/ekf fusion positioning

Metis is a learnware platform in the field of AIOps.

LZFSE compression library and command line tool

New generation entropy codecs : Finite State Entropy and Huff0

Zstandard - Fast real-time compression algorithm

LZ4 bindings for Python

Example source code accompanying O'Reilly's "Hadoop: The Definitive Guide" by Tom White