lastoautumn's repositories
rulefit
Python implementation of the rulefit algorithm
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
optbinning
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
toad
ESC Team's scorecard tools
pycaret
An open-source, low-code machine learning library in Python
Anomaly-Detection
Unsupervised / Semisupervised Anomaly Detection
Macropodus
自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)
mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Joyful-Pandas
This is a test version. Please go to https://github.com/datawhalechina/joyful-pandas if you are interested in this project.
FPGrowthAlgorithm
Usage of FPGrowth Algorithm to find frequent item sets
scorecardpy
Scorecard Development in python, 评分卡
Adversarial_Validation_Case_Study
当样本分布发生变化时，交叉验证无法准确评估模型在测试集上的效果，这时候需要其他构造验证集的方法来应对。
Rong360
用户贷款风险预测
con_sentence
卷积神经网络(CNN)应用于中文文本分析任务