Pinned Repositories
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
Auckland_Cycling
An analysis of cycling counts in Auckland in relation to the weather
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
CodeBook
📘计算机相关书籍
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-Segmentation
Customer Segmention 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.
FisherBao's Repositories
FisherBao/AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
FisherBao/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
FisherBao/CodeBook
📘计算机相关书籍
FisherBao/ColossalAI
Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
FisherBao/dash
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
FisherBao/Dash-by-Plotly
Interactive data analytics
FisherBao/dash-sample-apps
Open-source demos hosted on Dash Gallery
FisherBao/Data-Analysis
Data Science Using Python
FisherBao/Data_Analysis_notes
📖 data-analysis 数据分析、machine-learning 机器学习
FisherBao/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
FisherBao/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）
FisherBao/ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
FisherBao/imap_tools
Work with email by IMAP
FisherBao/jupyter-dash
Develop Dash apps in the Jupyter Notebook and JupyterLab
FisherBao/Lhy_Machine_Learning
李宏毅2021/2022/2023春季机器学习课程课件及作业
FisherBao/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.
FisherBao/matplotlib
matplotlib: plotting with Python
FisherBao/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
FisherBao/plotly-choropleth-mapbox-demo
使用 plotly 绘制 Choropleth 地图。
FisherBao/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
FisherBao/pymotw-3
FisherBao/retentioneering-tools
Retentioneering: product analytics, data-driven customer journey map optimization, marketing analytics, web analytics, transaction analytics, graph visualization, and behavioral segmentation with customer segments in Python. Opensource analytics, predictive analytics over clickstream, sentiment analysis, AB tests, machine learning, and Monte Carlo Markov Chain simulations, extending Pandas, Networkx and sklearn.
FisherBao/scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
FisherBao/statistic
collecting books, papers and docs.
FisherBao/Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
FisherBao/Tencent2020_Rank1st
The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.
FisherBao/TensorFlow-Course
:satellite: Simple and ready-to-use tutorials for TensorFlow
FisherBao/The-Kaggle-Book
Code Repository for The Kaggle Book, Published by Packt Publishing
FisherBao/time-series-forecasting-with-python
A use-case focused tutorial for time series forecasting with python
FisherBao/WZU-machine-learning-course
温州大学《机器学习》课程资料（代码、课件等）