Pinned Repositories
100-Days-Of-ML-Code
100 Days of ML Coding
Academy-Course-DAT31018
Exploratory Data Analysis using Pandas, Seaborn and Statsmodels
address_normalize
根据地址提取省、市、区/县、街道，并进行标准化
AddressResolution
python地址解析/查区号/查邮编
Advance-Credit-Risk-Model
AI_Risk
马上消费金融挑战者大赛-违约用户风险预测--第三名方案
akshare
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
auto-sklearn
Automated Machine Learning with scikit-learn
optbinning
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning
Scorecard-Bundle
A High-level Scorecard Modeling API | 评分卡建模尽在于此
enriczhang's Repositories
enriczhang/akshare
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
enriczhang/autofeat
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
enriczhang/awesome-systematic-trading
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
enriczhang/DCIC2023-Fraud-Risk-Identification
本赛题旨在运用有效的金融科技和大数据系统，分析涉赌涉诈资金交易新方式，持续优化风险监测模型，通过赛题提供的涉赌涉诈黑名单、白名单及用于训练的相关交易流水数据集，构建涉赌涉诈账户算法识别模型，全面排查存量风险。A榜排名11/1594，B榜排名13/1594。
enriczhang/explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
enriczhang/feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
enriczhang/feature_engine
Feature engineering package with sklearn like functionality
enriczhang/featuretools
An open source python library for automated feature engineering
enriczhang/fico
Reverse engineering of the FICO algorithm
enriczhang/fraud-detection-handbook
Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook
enriczhang/interpretable-ml-book
Book about interpretable machine learning
enriczhang/joyful-pandas
pandas中文教程
enriczhang/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
enriczhang/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
enriczhang/LogisticRegressionPipeline
分别基于statsmodels和scikit-learn实现两种可用于sklearn pipeline的 LogisticRegression，并输出相应的报告
enriczhang/machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
enriczhang/MinerU
A one-stop, open-source, high-quality data extraction tool, supports PDF/webpage/e-book extraction.一站式开源高质量数据提取工具，支持PDF/网页/多格式电子书提取。
enriczhang/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
enriczhang/MonotonicOptimalBinning
This project mainly implements the Monotonic Optimal Binning(MOB) algorithm in SAS 9.4. We extend the application of this algorithm which can be applied to numerical and categorical data. In order to avoid the problem of creating too many bins, we optimize the p-value iteratively and provide bins size first binning, monotonicity first binning, and
enriczhang/prince
:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
enriczhang/puncc
👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
enriczhang/pymatch
enriczhang/quarkml
风控算法，特征工程，模型工程，分布式，树模型
enriczhang/risk_control_model_tools
一个用于风控建模的仓库QaQ
enriczhang/scorecardpipeline
scorecardpipeline封装了toad、scorecardpy、optbinning等评分卡建模相关组件，API风格与sklearn高度一致，支持pipeline式端到端评分卡建模、模型报告输出、导出PMML文件、超参数搜索等
enriczhang/skope-rules
machine learning with logical rules in Python
enriczhang/The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
enriczhang/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
enriczhang/tsfresh
Automatic extraction of relevant features from time series:
enriczhang/woe-monotonic-binning
Optimal binning algorithm and function to apply on a pandas DataFrame