wenyanghan's repositories
Anomaly-Detection
UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.
automated-feature-engineering
Automated feature engineering in Python with Featuretools
automl_service
Deploy AutoML as a service using Flask
bert-utils
一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
Class-Imbalance
Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.
DataCastle-Solution
1st Place Solution for DataCastle-CashBus Competition
DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
featuretools
automated feature engineering
feng
feng - feature engineering for machine-learning champions
fmc-2017
Two Sigma Financial Modeling Challenge
gbdt-lr
gbdt+lr
h2o-3
Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)
imbalanced-learn
Python module to perform under sampling and over sampling with various techniques.
jieba
结巴中文分词
MachineLearning
Basic Machine Learning and Deep Learning
paratext
A library for reading text files over multiple cores.
PPD_RiskControlCompetition
3rd Place Solution for PPD Risk Control Competition
predict_next_purchase
Predicting a customer's next purchase using automated feature engineering
rnn-from-scratch
Implementing Recurrent Neural Network from Scratch
shopping-management-system
该项目为多个小项目的集合（持续更新中...）。内容类似淘宝、京东等网购管理系统以及图书管理、超市管理等系统。目的在于便于Java初级爱好者在学习完某一部分Java知识后有一个合适的项目锻炼、运用所学知识，完善知识体系。适用人群：Java基础到入门的爱好者。
speedml
Speedml is a Python package to speed start machine learning projects.
StackNet
StackNet is a computational, scalable and analytical Meta modelling framework
toad
ESC Team's scorecard tools
winutils
Windows binaries for Hadoop versions (built from the git commit ID used for the ASF relase)
woe
Tools for WoE Transformation mostly used in ScoreCard Model for credit rating
xlearn
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.