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1d-and-2d-ising-model

Made using a Markov chain Monte Carlo with the Metropolos algorithm

aiops

aiops相关算法，包含异常检测、预测、根因分析等

aiops-kpi-

KPI time-series analysis using deep neural networks

awesome-chinese-llm

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

conversionalmeltdownccode

electric-load-forecasting

基于LSTM的电力负荷预测

faq-system

基于火力发电厂知识问答库的检索式问答系统/问答系统/对话系统

llama2-chinese

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

lstm

基于LSTM的时间序列预测研究

nebula

A distributed, fast open-source graph database featuring horizontal scalability and high availability

neural_prophet

NeuralProphet: A simple forecasting package

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytorch-forecasting

Time series forecasting with PyTorch

show-me-the-code

Python 练习册，每天一个小程序

xy-model-metropolis-simulation

Metropolis Monte Carlo Simulation for XY-model.