100 Days of ML Coding

Updated
Jul 11, 2023
100 Days of ML Coding
A collection of algorithms and data structures
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learni…
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Book_4_《矩阵力量》  鸢尾花书：从加减乘除到机器学习；上架！
Statistical Machine Intelligence & Learning Engine
A library for visualization and creativecoding
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！
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2023 without ANY background in the field and stay uptodate with the latest news and stateoftheart techniques!
Math.NET Numerics
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.
Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra
Data Science Roadmap from A to Z
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the mustknow concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assis…
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