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Fully open reproduction of DeepSeek-R1

Python 22,244 1,996 Updated Mar 6, 2025

EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL

Python 1,159 59 Updated Mar 6, 2025

一键配置 GAMES101 作业框架及运行环境(含答案)

C++ 59 8 Updated Feb 28, 2025

Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.

Python 172 30 Updated Nov 30, 2021

[VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis

Python 87 9 Updated Aug 26, 2024
TypeScript 26 4 Updated Nov 10, 2023

Deep learning-based outlier/anomaly detection

Python 480 54 Updated Sep 14, 2024

lstm predictions, time series generation with vaes and encoder decoder frameworks using lstm

TypeScript 1 Updated Feb 25, 2024

A Simple Pytorch Implementation of LSTM-based Variational Autoencoder(VAE)

Python 54 6 Updated Oct 18, 2023

2018AIOps: The 1st match for AIOps

83 20 Updated Aug 8, 2022

This repository contains many preprocessing results for AIOps-2018 contest dataset

4 3 Updated Nov 3, 2020

Multivariate Time Series Transformer, public version

Python 810 178 Updated Aug 27, 2023

📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)

Jupyter Notebook 424 140 Updated Nov 22, 2020

本项目为量化开源课程,可以帮助人们快速掌握量化金融知识以及使用Python进行量化开发的能力。

Jupyter Notebook 976 143 Updated May 29, 2024

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 15,924 1,986 Updated Feb 25, 2025

KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding

Python 212 48 Updated Sep 2, 2021
Python 7 3 Updated Dec 29, 2022

The implement of An Unsupervised Short- and Long-Term Mask Representation for Multivariate Time Series Anomaly Detection

Python 21 4 Updated May 15, 2023

MEMTO accepted at NeurIPS 2023

Python 33 6 Updated Dec 20, 2023

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

Python 513 143 Updated Jul 28, 2023
Jupyter Notebook 33 11 Updated Mar 22, 2022
Jupyter Notebook 224 61 Updated Mar 18, 2024

Anomaly detection tutorial on univariate time series with an auto-encoder

Jupyter Notebook 189 29 Updated Mar 19, 2021

Time-Series Anomaly Detection Comprehensive Benchmark

194 26 Updated Nov 3, 2024

List of papers & datasets for anomaly detection on multivariate time-series data.

Python 24 6 Updated Jul 3, 2022

An End-to-end Outlier Detection System

Python 253 39 Updated Mar 25, 2023

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试,首选 JavaGuide!

Java 148,522 45,733 Updated Mar 2, 2025
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