The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“.

个人中文简历 Latex 源码 https://hijiangtao.github.io/

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

This is the official implementation for AAAI-23 paper "Are Transformers Effective for Time Series Forecasting?"

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

Reinforcement learning for energy systems

Lecture source for "Quantitative Economics with Julia"

My academic CV powered by LaTeX

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。

This repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.

The fastai book, published as Jupyter Notebooks

Lightweight and scalable deep reinforcement learning using PyTorch. 🔥

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

A parallel framework for population-based multi-agent reinforcement learning.

Official reinforcement learning environment for demand response and load shaping

Design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution networks.

Python Implementation of Reinforcement Learning: An Introduction

Deep reinforcement learning based energy management strategy for hybrid electric vehicle

Deep Learning (with PyTorch)

Run MPC-based policies and train RL agents in gym-anm environments using implementations from Stable Baselines 3.

We study the performance of various deep reinforcement learning algorithms for the problem of microgrid’s energy management system. We propose a novel microgrid model that consists of a wind turbin…

In this repository you will find scripts, datasets, examples developped in the book "System Reliability Theory; Models, Statistical Methods and Applications" by M. Rausand, A. Barros, A. Høyland (W…

jMetal: a framework for multi-objective optimization with metaheuristics