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sczhai's Projects

-tianchi-llm-qa_rag icon -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+

adbench icon adbench

Official Implement of "ADBench: Anomaly Detection Benchmark".

agriculture-knowledgegraph-data icon 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

agriculture_knowledgegraph icon agriculture_knowledgegraph

农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策

ai-ml icon ai-ml

A curated list of machine learning and AI projects.

anomaly-detection icon anomaly-detection

UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.

anyq icon anyq

FAQ-based Question Answering System

awesome-aiops icon awesome-aiops

AIOps学习资料汇总,欢迎一起补全这个仓库,欢迎star

bigmartpredmodel icon bigmartpredmodel

The data scientists at BigMart have collected 2013 sales data for 1559 products across 10 stores in different cities. The aim is to build a predictive model and find out the sales of each product at a particular store.Using this predictive model the data scientists at BigMart can understand the properties of products and stores which play a key role in increasing sales. The tasks done for this project are : *Data Exploration *Data QAQC *Outlier detection and missing data replacement strategy *Data ETL *Understanding about sales domain *Feature Engineering *Advanced Data Analysis *Regression modeling Techniques *Hybrid modeling Techniques *Specific measure to Evaluate Model ​ The datasets were acquired from : https://s3.amazonaws.com/hackerday.datascience/49/Test_u94Q5KV.csv https://s3.amazonaws.com/hackerday.datascience/49/Train_UWu5bXk.csv https://s3.amazonaws.com/hackerday.datascience/49/SampleSubmission_TmnO39y.csv Software Requirements : Continuum Analytics, Inc software Python 2.7 version with seaborn package was used.

blog icon blog

Python机器学习算法技术博客,有原创干货!有code实践!

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