Machine Learning · GitHub

Audio Development Tools (ADT) is a project for advancing sound, speech, and music technologies, featuring components for machine learning, sound synthesis, speech and music generation, signal processing, game audio, digital audio workstations (DAWs), and more.

Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)

PyTorch implementation of the position-aware attention model for relation extraction

This repository provides train＆test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.

Light-weight Single Person Pose Estimator

TensorFlow Implementation of "Show, Attend and Tell"

書籍「つくりながら学ぶ! PyTorchによる発展ディープラーニング」の実装コードを配置したリポジトリです

FSGAN - Official PyTorch Implementation

A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

Explicit Estimation of Magnitude and Phase Spectra in Parallel for High-Quality Speech Enhancement

:rocket: State-of-the-art parsers for natural language.

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

Implementation of web friendly ML models using TensorFlow.js. pix2pix, face segmentation, fast style transfer and many more ...