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Name: Fisher.Bao

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Fisher.Bao's Projects

auckland_cycling

An analysis of cycling counts in Auckland in relation to the weather

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-python-login-model

😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟

awesome-python-resources

a collection of awesome Python open-source libraries & tools. 热门实用的Python开源库和工具集合

colossalai

Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training

customer-journey-analytics

Analytics for building Customer Journey Map in Ecommerce

customer_satisfaction_analysis

基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

customer_segmentation

Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.

dash

Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.

dash-by-plotly

Interactive data analytics

dash-sample-apps

Open-source demos hosted on Dash Gallery

data-analysis

Data Science Using Python

data_analysis_notes

📖 data-analysis 数据分析、machine-learning 机器学习

datalogy-customer-segmentation-data-science-internship_rfm

A Repository Maintaining My Summer Internship Work At Datalogy As A Data Science Intern Working On Customer Segmentation Models Using Heirarchical Clustering, K-Means Clustering And Identifying Loyal Customers Based On Creation Of Recency, Frequence, Monetary (RFM) Matrix.

datasciencestudynotes

这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容

easyleetcode

All documents and materials for LeetCode including basement C++ Grammar（真从零开始LeetCode，含C++、算法、数据结构解析）

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

fe4ml-zh

:book: [译] 面向机器学习的特征工程

handson-ml

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

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

imap_tools

Work with email by IMAP

interactive-dashboards-and-data-apps-with-plotly-and-dash

Interactive Dashboards and Data Apps with Plotly and Dash, published by Packt

jupyter-dash

Develop Dash apps in the Jupyter Notebook and JupyterLab

learning-from-data

记录Learning from data一书中的习题解答

lhy_machine_learning

李宏毅2021/2022/2023春季机器学习课程课件及作业

linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

machinelearningtutorial

机器学习笔记

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