jianpei-w Goto Github PK
Name: Jianpei WEN
Type: User
Location: Beijing, China
Name: Jianpei WEN
Type: User
Location: Beijing, China
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
An index of algorithms for offline reinforcement learning (offline-rl)
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Adopting reasonable strategies is challenging but crucial for an intelligent agent with limited resources working in hazardous, unstructured, and dynamic environments to improve the system utility, decrease the overall cost, and increase mission success probability. Deep Reinforcement Learning (DRL) helps organize agents' behaviors and actions based on their state and represents complex strategies (composition of actions). This research introduces a novel hierarchical strategy decomposition approach based on Bayesian chaining to separate an intricate policy into several simple sub-policies and organize their relationships as Bayesian strategy networks (BSN).
Benders decomposition to solve mixed integer linear programming, especially stochastic programming in seconds!
Bayesian Soft Actor Critic
PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.
《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
An offline deep reinforcement learning library
Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction
A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks
A python library for easy manipulation and forecasting of time series.
Data competition Top Solution 数据竞赛top解决方案开源整理
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github.io/easy-rl/
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.
Intro to Reinforcement Learning (强化学习纲要)
Kaggle 项目实战(教程) = 文档 + 代码 + 视频(欢迎参与)
《统计学习方法》的代码实现
This is the official implementation for AAAI-23 Oral paper "Are Transformers Effective for Time Series Forecasting?"
Data, Benchmarks, and methods submitted to the M5 forecasting competition
Scalable and user friendly neural :brain: forecasting algorithms.
A collection of offline reinforcement learning algorithms. This is a mirror repo from https://agit.ai/Polixir/OfflineRL
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.