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Masato Umakoshi's Projects

autoawq icon autoawq

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference.

brew icon brew

🍺 The missing package manager for macOS (or Linux)

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gcn_ppi icon gcn_ppi

Graph based method for predicting protein-protein interaction

glt icon glt

Approach to Infer Natural Variable Names, using AST

kyoto-reader icon kyoto-reader

A processor for KyotoCorpus, KWDLC, and AnnotatedFKCCorpus

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

magbert icon magbert

Code for the Paper "Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction"

mesh icon mesh

Mesh TensorFlow: Model Parallelism Made Easier

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

mmtracking icon mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

pigeonjs icon pigeonjs

Demonstration of the path-extraction process shown in the paper "A General Path-Based Representation for Predicting Program Properties"

prezto icon prezto

The configuration framework for Zsh

rules_protobuf icon rules_protobuf

Bazel rules for building protocol buffers and gRPC services (java, c++, go, ...)

self-debiasing icon self-debiasing

This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".

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