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「二分类算法」提供银行精准营销解决方案

-anomaly-detection-anomaly-transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

-reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

aaai2020-riskoracle

AAAIA2020-Accident Forecasting Experiments Setups

affgcn

agcrn

Adaptive Graph Convolutional Recurrent Network

aic_weather_forecasting

AI Challenger 2018 Weather Forecasting - 1st Place Solution

algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

analysis-of-students-consumption-behavior-on-campus

基于国内某高校校园一卡通系统一个月的运行数据，使用数据分析和建模的方法，挖掘数据中所蕴含的信息，分析学生在校园内的学习生活行为

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

arima

Simple python example on how to use ARIMA models to analyze and predict time series.

astgcn

⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch

astgnn

autoformer

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

autox

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

awesome-timeseries-aiops-lm-llm

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, Event Data, and AIOps.

bdci-2020-timeseries-prediction

Matrix Factorization for High-Dimensional and Sparse Time Series Prediction

bear_fault_diagnosis

Bearing fault diagnosis model based on MCNN-LSTM

bokeh

Interactive Web Plotting for Python

book4_power-of-matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；本册有，584幅图，81个代码文件，其中18个Streamlit App；状态：清华社五审五校中；Github稿件基本稳定，欢迎提意见，会及时修改

bstt

A Bayesian Spatial-Temporal Transformer for Sleep Staging

carrot-chatgpt-hub

Free ChatGPT Site List 这儿为你准备了众多免费好用的ChatGPT镜像站点

classification-flowformer

About Code release for "Flowformer: Linearizing Transformers with Conservation Flows" (ICML 2022), https://arxiv.org/pdf/2202.06258.pdf

crossformer

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

curb-gan

The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"

d2l-zh

《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。

data_mining_models

Basic data mining model, including feature importance display

dcrnn1

dcrnn_pytorch

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

deep-learning-ocean

:satellite: All You Need to Know About Deep Learning - A kick-starter