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ucas_course_2019

**科学院大学2019-2020课程（秋季，春季，夏季）

ultraopt

Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。

understandinggcns

wasteclassifier-ml

An ML based tkinter app for classifying different types of waste based on image classification.

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

xgboost-optimization

A sample script to optimize XGBoost model by scikit-optimize.

xgboost_ray

Distributed XGBoost on Ray

xgboostlss

An extension of XGBoost to probabilistic forecasting

xplique

👋 Xplique is a Neural Networks Explainability Toolbox

yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

ylearn

YLearn, a pun of "learn why", is a python package for causal inference

zoofs

zoofs is a Python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.