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Ian Lin's Projects

bistiming icon bistiming

A logging-friendly stopwatch and profiling tool for Python.

dagian icon dagian

A data-centric DAG framework in Python.

elasticsearch-rtf icon elasticsearch-rtf

elasticsearch中文发行版,针对中文集成了相关插件,方便新手学习测试.

feagen icon feagen

(deprecated) A fast and memory-efficient Python data engineering framework for machine learning.

flatten-dict icon flatten-dict

A flexible utility for flattening and unflattening dict-like objects in Python.

lightgbm icon 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.

luigi icon luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

mkdir-p icon mkdir-p

Python 2 and 3 compatible POSIX mkdir -p.

nimbusml icon nimbusml

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

pandas2 icon pandas2

Design documents and code for the pandas 2.0 effort.

pythonvscode icon pythonvscode

Cross platform editing, debugging, linting, testing (and more) Python (2.7 to 3.6) code (including Jupyter support) using Visual Studio Code

serialtime icon serialtime

A Python serialization tool containing many serialization and deserialization shortcuts with timing.

streamingbandit icon streamingbandit

Python application to setup and run streaming (contextual) bandit experiments.

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