Qin Liang's repositories
-_Machine_Learning
李宏毅2021/2022/2023春季机器学习课程课件及作业
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-lowcode
国内低代码平台从业者交流
copilot-docs
Documentation for GitHub Copilot
CS-Base
图解计算机网络、操作系统、计算机组成、数据库，共 1000 张图 + 50 万字，破除晦涩难懂的计算机基础知识，让天下没有难懂的八股文！🚀 在线阅读：https://xiaolincoding.com
easy-rl
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
ElegantRL
Massively Parallel Deep Reinforcement Learning. 🔥
generative-ai-on-aws-immersion-day
Generative AI on AWS Immersion Day
Hands-on-RL
https://hrl.boyuai.com/
influenza_transformer
PyTorch implementation of Transformer model used in "Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case"
interpret
Fit interpretable models. Explain blackbox machine learning.
learnopencv
Learn OpenCV : C++ and Python Examples
libpku
贵校课程资料民间整理
Machine_Learning
Some fundamental machine learning and data-analysis techniques are explained through realistic examples.
Multidimensional-time-series-with-transformer
transformer/self-attention for Multidimensional time series forecasting 使用transformer架构实现多维时间预测
NAS_transformer
Evolutionary Neural Architecture Search on Transformers for RUL Prediction
PythonFMU
A lightweight framework that enables the packaging of Python3.x code as co-simulation FMUs
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
RUL
Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries
ruoyi-vue-pro
🔥 官方推荐 🔥 RuoYi-Vue 全新 Pro 版本，优化重构所有功能。基于 Spring Boot + MyBatis Plus + Vue & Element 实现的后台管理系统 + 微信小程序，支持 RBAC 动态权限、数据权限、SaaS 多租户、Flowable 工作流、三方登录、支付、短信、商城等功能。你的 ⭐️ Star ⭐️，是作者生发的动力！
shipRouteRL
The Custom Gridworld and Environment Demo of Ship Route Planning with Reinforcement Learning. The reinforcement learning based on Qlearning method is realized. Q tables can be saved. Support documentation of training sessions. Support the display of result graphs
SIMROUTE
SIMROUTE: Weather Ship Routing (WSR) Code. The software is constructed considering available Copernicus Marine Environment Monitoring Service (CMEMS) wave predictions systems of free use.
Study-Floder
相当不错的图书，例如《数学之美》、《浪潮之巅》、《TCP/IP卷一/卷二/卷三》等；一些大的上传受限制的文件《图解TCP_IP_第5版》、《深入理解Java虚拟机JVM》、《effective java》等在README
TranAD
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
Vibration-Based-Fault-Diagnosis-with-Low-Delay
Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay, IEEE Trans. on Instrumentation and Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.