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longhua's Projects

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

julia icon julia

The Julia Language: A fresh approach to technical computing.

kaggle_crowdflower icon kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

knet.jl icon knet.jl

Koç University deep learning framework.

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.

lightml.jl icon lightml.jl

Minimal and clean examples of machine learning algorithms implemented in Julia

machine-learning-notes icon machine-learning-notes

徐亦达机器学习My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1500+页)和视频链接

mlj.jl icon mlj.jl

A Julia machine learning framework

mlr icon mlr

mlr: Machine Learning in R

mlr3 icon mlr3

mlr3: Machine Learning in R - next generation

mlrhyperopt icon mlrhyperopt

Easy Hyper Parameter Optimization with mlr and mlrMBO.

mlstyle.jl icon mlstyle.jl

ML language infrastructures in Julia that provide (generalized) algebraic data types abstraction, highly optimized and extensible pattern matching, and killer tools for meta-programming.

modelgrid icon modelgrid

A Minimalistic Framework for Creating, Managing and Training Multiple Caret Models

monotonic-woe-binning-algorithm icon monotonic-woe-binning-algorithm

A variable binning algorithm that optimizes information value (IV) monotonicity and representativeness; a Python implementation based on a research paper.

msg-book icon msg-book

:book: 现代统计图形 Modern Statistical Graphics https://msg-book.netlify.app

optimus icon optimus

:truck: Agile Data Science Workflows made easy with Pyspark

pix2pix-tensorflow icon pix2pix-tensorflow

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

plots.jl icon plots.jl

Powerful convenience for Julia visualizations and data analysis

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