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University of Chinese Acadamy of Science

Beijing, China

https://www.ucas.ac.cn/

fanzimeng's starred repositories

Time-Series-Library

A Library for Advanced Deep Time Series Models.

Language:PythonMIT551400

uni2ts

[ICML2024] Unified Training of Universal Time Series Forecasting Transformers

Language:Jupyter NotebookApache-2.069600

moment

MOMENT: A Family of Open Time-series Foundation Models

Language:TypeScriptMIT26800

NeurIPS2023-One-Fits-All

The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"

Language:Python42200

Awesome-TimeSeries-LLM-FM

The collection of resources about LLM for Time series tasks

8100

LLMs_interview_notes

LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案

MIT19000

Large-Time-Series-Model

Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)

Language:PythonMIT17200

DG-PHM

This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和预测，持续更新)

2024-AICS-EXP

【2024年新版】国科大陈云霁智能计算系统AICS实验代码

Language:Python11800

eight-digital-problem

人工智能作业 A* 算法解决八数码问题

Language:Python400

SYSU-JuniorExperience

SYSU SE 2021-2022 大三学习整理（Unity3D + 编译原理 + 机器人导论 + 区块链 + 人工智能 + 软件测试 + 数据库系统 + 通信原理 + 中级实训 + 自然语言处理 + 机器学习与数据挖掘 + 信息安全技术）

Language:C++MIT8800

Artificial-Intelligence

Homework

Language:Python1200

progpy

The NASA Prognostic Python Packages is a Python framework focused on defining and building models and algorit for prognostics (computation of remaining useful life) of engineering systems, and provides a set of models and algorithms for select components developed within this framework, suitable for use in prognostic applications.

Language:PythonNOASSERTION4900

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

Language:PythonApache-2.0153800

language_modeling_via_stochastic_processes

Language modeling via stochastic processes. Oral @ ICLR 2022.

Language:Python13300

stochastic

Generate realizations of stochastic processes in python.

Language:PythonMIT44300

UCAS_courses

**科学院大学网安-计算机相关课程资源，高级人工智能，深度学习，应用密码学，机器学习，信息隐藏，信息论与编码，多媒体编码等

7100

StatisticalSignalProcessing

Matlab code implementing different methods used in statistical signal processing; mainly Extended Kalman Filters, LMS/RLS, Wiener, robust regression, MMSE estimators, ML estimators, Hi-Frequency estimators (Pisarenko, MUSIC, ESPRIT)

Language:MATLAB8100

UCAS-AICS-Experiment

**科学院大学2022秋季学期智能计算系统实验-陈云霁

Language:Python1000

UCAS-AICS-2022

UCAS大三智能计算系统课程实验

Language:Python600

Intelligent-Computing-Systems-labs

BUPT智能计算系统

Language:Python600

21-22-Intelligent-Computing-Systems

21-22春智能计算系统实验 **科学院大学

Language:C++MIT3300

aics

智能计算系统 AI Computing Systems 陈云霁

Language:C++10200

AICS-Course

《智能计算系统 AI Computing Systems》习题答案、实验答案、课程笔记

Language:C++17700

AI-Computing-System-Lab

智能计算系统实验部分

Language:C++14900

AI-homework

智能计算系统作业

Language:C13800

CALCE

锂电池数据集 CALCE

Language:Jupyter Notebook12100

UCAS_Course_2020

**科学院大学2020届研一课程资料分享

100

UCAS_Course_2019

**科学院大学2019-2020课程（秋季，春季，夏季）

Language:HTMLMIT117800

Machine-Learning-Course-in-UCAS

国科大机器学习课程&机器学习笔记