peiying yan's starred repositories
shanghai_house_knowledge
2020年11月在上海买房经历总结出来的买房购房做的一些功课分享给大家,技术人帮助技术人,希望对大家有所帮助。
Scorecard--Assessment
关于综合评价一个评分卡模型的方法总结(附代码)
AutoML_Alex
State-of-the art Automated Machine Learning python library for Tabular Data
awesome-AutoML
Curating a list of AutoML-related research, tools, projects and other resources
effectivepython
Effective Python: Second Edition — Source Code and Errata for the Book
FlameGraph
Stack trace visualizer
feature-engineering-and-feature-selection
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
fooltrader
quant framework for stock
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
Machine-learning-learning-notes
周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!
Markdown-Resume
⭐️ Markdown 简历模版
bert_chinese_pytorch
bert for chinese text classification
Tencent2019_Preliminary_Rank1st
The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.
interview_internal_reference
2023年最新总结,阿里,腾讯,百度,美团,头条等技术面试题目,以及答案,专家出题人分析汇总。
tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
Bert-TextClassification
Implemention some Baseline Model upon Bert for Text Classification