Jun Minoru's Projects
Approaching (Almost) Any Machine Learning Problem
A curated list of data mining papers about fraud detection.
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
A distributed execution engine for cloud computing
CogDL: An Extensive Toolkit for Deep Learning on Graphs
The world's simplest facial recognition api for Python and the command line
Deepfakes Software For All
Load an image file into a numpy array with Exif orientation support. Prevents upside-down and sideways images!
🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
The Legion Parallel Programming System
Representation learning for link prediction within social networks
Easy link prediction tool
Instructions for replicating the experiments in the paper "Benchmarking Network Embedding Models for Link Prediction: Are We Making Progress?" (DSAA2020)
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
Experimental Gradient Boosting Machines in Python with numba.
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)
Config files for my GitHub profile.
Tesseract Open Source OCR Engine (main repository)
Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.
A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).