sczhai

-Tianchi-LLM-QA_RAG

阿里天池: 2023全球智能汽车AI挑战赛——赛道一：AI大模型检索问答 baseline 80+

100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

100-Days-Of-ML-Code-1

100 Days of ML Coding

activeMQ

1.消息队列MQ的项目实战代码

ADBench

Official Implement of "ADBench: Anomaly Detection Benchmark".

Advanced-Deep-Learning-with-Keras

Advanced Deep Learning with Keras, published by Packt

Agriculture-KnowledgeGraph-Data

对知识库Wikidata的爬虫以及数据处理脚本 将三元组关系对齐到语料库的脚本 获取知识图谱数据的脚本

MachineLearning

机器学习

Seminar-Materials

组会ppt与论文--每一次的精心准备都值得留下记录😛

TranAD

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

sczhai/Seminar-Materials

组会ppt与论文--每一次的精心准备都值得留下记录😛

sczhai/100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

sczhai/AI-Challenger-2018-CropDisease

sczhai/AI-Challenger-Plant-Disease-Recognition

AI Challenger -- 农作物病害识别

sczhai/bearing_detection_by_conv1d

[深度应用]·DC竞赛轴承故障检测开源Baseline（基于Keras1D卷积 val_acc:0.99780）

sczhai/beginning-anomaly-detection-using-python-based-dl

Source Code for 'Beginning Anomaly Detection Using Python-Based Deep Learning' by Sridhar Alla and Suman Kalyan Adari

sczhai/ChineseNlpCorpus

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

sczhai/Deep-Learning-21-Examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

sczhai/deep-learning-time-series-forecasting

sczhai/deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

sczhai/donut

WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications

sczhai/Hands-on-Machine-Learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

sczhai/iot_dataset

sczhai/KBQA-BERT-CRF

基于知识图谱的问答系统

sczhai/lstm_autoencoder_classifier

An LSTM Autoencoder for rare event classification

sczhai/Machine-Learning-in-Action

《机器学习实战》样例代码

sczhai/Poetry

非常全的古诗词数据，收录了从先秦到现代的共计85万余首古诗词。

sczhai/QASystemOnMedicalGraph

该项目是基于医疗领域知识图谱的问答系统。实现比较简单。

sczhai/QASystemOnMedicalKG

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

sczhai/rare_event_pred_maintanance

Code to solve a open dataset of predictive maintanance of sheet brek on a paper mill.

sczhai/Rong360_2nd

第三届融360天机智能金融算法挑战赛-第二题：特征挖掘

sczhai/Rong360_feature_mining_1st_solution

sczhai/RUL_estimation_paper_mill

A regression based approach to estimate the Remaining Useful Life (RUL) of a paper mill for a web break prediction problem.

sczhai/Sentiment-Analysis

Sentiment Analysis with Word Embedding and Long Short Term Memory Approaches

sczhai/seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

sczhai/Shukongdashi

使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家系统

sczhai/text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

sczhai/Time-Series-ARIMA-XGBOOST-RNN

Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN

sczhai/TimeSeries_Seq2Seq

This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.

sczhai/Unsupervised-Deep-Learning-Framework-for-Anomaly-Detection-in-Time-Series-

Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based) settings for anaomaly detection in time series data