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Zhang JinXiong(张金雄)'s Projects

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.

lightnet icon lightnet

Efficient, transparent deep learning in hundreds of lines of code.

lightning icon lightning

Large-scale linear classification, regression and ranking in Python

lihang icon lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata]

linear-algebra icon linear-algebra

It is about the theory of linear algebra in university level including some application to practical problems and the connection with other field of mathematics.

lists icon lists

The definitive list of lists (of lists) curated on GitHub

logistic icon logistic

Experimental logistic regression code supporting multiple result categories, many levels of categorical modeling variables, good optimization, L2 regularization and more.

lstm-optimizer icon lstm-optimizer

This is an implementation and extension of LSTM optimizer model from https://arxiv.org/abs/1606.04474

lstmvis icon lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

luminoth icon luminoth

Deep Learning toolkit for Computer Vision

machine_learning_a-z icon machine_learning_a-z

Repository contains tasks and exercises made during Udemy course Machine Learning A-Z that I completed in 2017.

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