머신러닝 · GitHub

A New Optimization Technique for Deep Neural Networks

Some interesting TensorFlow tutorials for beginners.

[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation

A curated list of data science educational resources for essential data science skills

Practical machine learning notebook & articles covers the machine learning end to end life cycle.

An efficient modular implementation of Associating Objects with Transformers for Video Object Segmentation in PyTorch

斯坦福机器学习完整 python 实现

深度学习工程师生存指南

Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

Conformalized Quantile Regression

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

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