longhua's repositories
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
GeometricFlux.jl
Geometric Deep Learning for Flux
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
simplified-deeplearning
花书相关笔记
tensorflow-w-r
TensorFlow with R
algorithm-base
专门为刚开始刷题的同学准备的算法基地，没有最细只有更细，立志用动画将晦涩难懂的算法说的通俗易懂！
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
Data-Science-Notes
数据科学的笔记以及资料搜集
data-wrangling-techniques-in-julia
Data wrangling exercises as presented at JuliaCN 2020 meeting
DataScience
Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar
GG.jl
Generalised generated funcs! To allow closures in generated funcs and avoid the use of eval and invoklatest!
Hands-on-Design-Patterns-and-Best-Practices-with-Julia
Hands-On Design Patterns with Julia, published by Packt
Introduction-to-Julia
Learn the language basics in this 10-part course.
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
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.
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
:book: 现代统计图形 Modern Statistical Graphics https://msg-book.netlify.app
Queryverse.jl
A meta package for data science in julia
r4ds
R for data science: a book
sparkfromr
Sources for the bookdown site
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
tidymodels
Easily Install and Load the 'Tidymodels' Packages
Yao.jl
Extensible, Efficient Quantum Algorithm Design for Humans.