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100-days-of-ml-code

100-Days-Of-ML-Code中文版

atpapers

Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合

awesome-best-papers

Collect awesome best papers from top AI conferences.

awesome-explainable-ai

A collection of research materials on explainable AI/ML

awesome-multi-task-learning

A list of multi-task learning papers and projects.

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

bear_fault_diagnosis

Bearing fault diagnosis model based on MCNN-LSTM

bitcnnilm

贾子越

book-mathmatical-foundation-of-reinforcement-learning

This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."

chinese_medical_nlp

中文医疗NLP领域 数据集，论文 ，知识图谱，语料，工具包

cnsurvey

一份中文综述文章列表（自然语言处理&机器学习）

corenlp-openie

Stanford CoreNLP: A Java suite of core NLP tools.斯坦福大学

courses-zh-v2

李沐动手学深度学习中文版 v2 课程

cv_related_collections

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

datasets-and-benchmark-code

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dogs-cats

A project built to train a model which can recognize pictures of dogs and cats, and make a classification.

dsift-ef

DSIFT-EF

enhanced-gearbox-fault-diagnosis-with-fusion-lstm-cnn-network-isav_2023

The Gearbox Fault Diagnosis dataset consists of vibration data recorded using SpectraQuest’s Gearbox Fault Diagnostics Simulator. The dataset captures vibrations using four sensors placed in different directions, under varying loads from 0% to 90%.

exposure-fusion

this is the implemention for paper：Qiantong. Wang, Weihai. Chen, Xingming. Wu, and Zhengguo. Li, "Detail-enhanced Multi-scale Exposure Fusion in YUV Color Space," IEEE Transactions on Circuits and Systems for Video Technology. doi: 10.1109/TCSVT.2019.2919310

fault-diagnose

fault-diagnosis-based-on-deep-learning

基于深度学习的故障诊断入门示例，包括数据预处理、模型搭建、模型训练

freehandusrecon

Source code for DCL-Net, a deep learning model for sensorless freehand 3D ultrasound volume reconstruction.

furg-fire-dataset

火焰分析A dataset and evaluation scheme to provide an straightforward manner to compare the performance of different non-stationary video based fire detectors.

image-fusion

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

kf-gins

An EKF-Based GNSS/INS Integrated Navigation System

lerobot

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

liconvformer-a-lightweight-fault-diagnosis-framework

一种轻量化故障诊断框架——LiConvFormer