linear-algebra · GitHub Topics

机器学习 infographics 教程 siraj-raval-challenge siraj-raval implementation 100-days-of-code-log 100daysofcode Python logistic-regression naive-bayes-classifier linear-regression svm linear-algebra scikit-learn support-vector-machines 深度学习

46.64 k

1 年前

williamfiset / Algorithms

#算法刷题#使用Java实现的算法和数据结构集合

算法 linear-algebra graph-theory search-algorithms strings sorting-algorithms dynamic-programming geometry 数学 dijkstra search-algorithm tree-algorithms maxflow adjacency edmonds-karp-algorithm adjacency-matrix nlog matrix-multiplication traveling-salesman

Java 17.74 k

2 个月前

deeplearning4j / deeplearning4j

Deeplearning4j 是为Java以及基于JVM编写的开源深度学习库，是广泛支持各种深度学习算法的运算框架。

Java gpu 深度学习 neural-nets deeplearning4j dl4j hadoop Apache Spark IntelliJ IDEA 人工智能 Python Scala Clojure linear-algebra matrix-library

Java 13.85 k

7 天前

janishar / mit-deep-learning-book-pdf

#学习与技能提升#《MIT Deep Learning》PDF格式

深度学习机器学习 linear-algebra mit pdf 神经网络 neural-networks machine thinking book chapter learning lecture-notes excercises good clear printable print

Java 13.19 k

1 年前

fastai / numerical-linear-algebra

#算法刷题#Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

翻译 - 免费的Jupyter笔记本在线教科书，用于fast.ai计算线性代数课程

NumPy Python linear-algebra 数据科学机器学习算法深度学习

Jupyter Notebook 10.45 k

1 年前

Visualize-ML / Book4_Power-of-Matrix

#计算机科学#Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

linear linear-algebra 机器学习数学 Matrix matrix-factorization

Jupyter Notebook 9.14 k

1 个月前

ahmedbahaaeldin / From-0-to-Research-Scientist-resources-guide

#计算机科学#Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

翻译 - 本科生或任何人都希望深入挖掘AI的领域的详细和量身定制的指南。

机器学习深度学习 linear-algebra probability calculus books lectures

7.51 k

1 年前

Visualize-ML / Book3_Elements-of-Mathematics

#计算机科学#Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

数据科学 linear-algebra 机器学习数学 Matrix

Jupyter Notebook 6.79 k

2 个月前

haifengl / smile

#自然语言处理#Statistical Machine Intelligence & Learning Engine

翻译 - 统计机器智能与学习引擎

机器学习 regression clustering manifold-learning 自然语言处理可视化 classification nearest-neighbor-search interpolation wavelet linear-algebra 深度学习统计 dataframe 数据科学 genetic-algorithm 大语言模型机器视觉

Java 6.13 k

8 天前

williamngan / pts

A library for visualization and creative-coding

翻译 - 用于可视化和广告素材编码的库

TypeScript 可视化 graphics creative-coding linear-algebra sound art design graphic-design vector generative generative-art Canvas SVG

TypeScript 5.23 k

6 个月前

kf-liu / The-Art-of-Linear-Algebra-zh-CN

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.

graphics linear-algebra

PostScript 4.71 k

1 年前

louisfb01 / start-machine-learning

#学习与技能提升#A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art t...

翻译 - 一份完整的指南，可在2021年启动和改进机器学习（ML）和人工智能（AI），无需任何领域的背景知识，并掌握最新新闻和最新技术！

机器学习深度学习 YouTube neural-networks 人工智能 course Coursera coursera-machine-learning 教程 practice cheat-sheets read-articles learning learn-to-code learning-python linear-algebra probability-statistics youtube-playlist 数据科学

4.67 k

13 天前

dimforge / nalgebra

Linear algebra library for Rust.

linear-algebra Matrix vector algebra

Rust 4.2 k

20 天前

jonkrohn / ML-foundations

#计算机科学#Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

机器学习数据科学 Python 数学 linear-algebra calculus probability 统计计算机科学数据结构 NumPy PyTorch Tensorflow Jupyter Notebook

Jupyter Notebook 3.89 k

4 个月前

Moataz-Elmesmary / Data-Science-Roadmap

#面试#Data Science Roadmap from A to Z

3.61 k

3 个月前

mathnet / mathnet-numerics

Math.NET Numerics

翻译 - Math.NET数值

数学 numerics linear-algebra F#Matrix random mathnet C#interpolation regression 统计 integration fft differentiation

C# 3.56 k

9 天前

MLNLP-World / MIT-Linear-Algebra-Notes

MLNLP: Notes for MIT-Linear-Algebra

翻译 - MIT-线性代数的注释

linear-algebra mlnlp

3.22 k

2 年前

Visualize-ML / Book7_Visualizations-for-Machine-Learning

#计算机科学#Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正

数据科学 linear-algebra 机器学习 Matrix

Jupyter Notebook 2.73 k

6 个月前

nicolaspanel / numjs

Like NumPy, in JavaScript

linear-algebra ndarray JavaScript Node.js

JavaScript 2.42 k

9 个月前

flame / blis

BLAS-like Library Instantiation Software Framework

翻译 - 类似BLAS的库实例化软件框架

blis blas blas-libraries linear-algebra linear-algebra-library matrix-multiplication matrix-calculations matrix-library matrix-functions high-performance high-performance-computing hpc Matrix optimization

C 2.39 k

10 天前