lizzyzhan's repositories
recharts
An interface to ECharts
mlens
ML-Ensemble – high performance ensemble learning
woe
Tools for WoE Transformation mostly used in ScoreCard Model for credit rating
2018-JData-Unicom-RiskUser
2018-JData-联通-基于移动网络通讯行为的风险用户识别：Baseline 0.77
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
reportgen
reportgen is a Python library for creating and updating analysis report.
RPresto
DBI-based adapter for Presto for the statistical programming language R.
brew
brew: Python Ensemble Learning API
tradaboost
Transfer learning algorithm TrAdaboost,coded by python
ScoreCardModel
Score card model for Credit Scoring System.
Rong360
用户贷款风险预测
stacking
Stacked Generalization (Ensemble Learning)
MLPB
Machine Learning Problem Bible | Problem Set Here >>
tvm
End to end Tensor IR/DSL stack for deploying deep learning workloads to hardwares
ML-Tour
Algorithms and codes on industrial marchine learning.
MachineLearningTrick
Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
Kaggle-Ensemble-Guide
Code for the Kaggle Ensembling Guide Article on MLWave
snap
Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.
python-igraph
Python interface for igraph
Score-Card
评分卡模型
entity2vec
Generates a set of property-specific entity embeddings from knowledge graphs using node2vec
scikit-feature
open-source feature selection repository in python (DMML Lab@ASU)
python-louvain
Louvain Community Detection
orange
DEPRECATED: Orange 2 (Python 2) data mining suite. NEW: https://github.com/biolab/orange3
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.