100 Days of ML Coding
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Updated
Feb 28, 2022
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100 Days of ML Coding
A collection of algorithms and data structures
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
Statistical Machine Intelligence & Learning Engine
A library for visualization and creative-coding
Math.NET Numerics
I noticed that CooMatrix::push_matrix does not threshold or detect zero elements in the input. Thus the resulting sparse matrix is more dense than it needs to be. By comparison, constructing a matrix using, e.g., CscMatrix::from, does detect entries that are exactly zero and does not include them in the resulting sparse matrix. If there isn't a rationale for the difference in behavior, may I s
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2022 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
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
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know 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 assistance of Python computation and visualization.
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
BLAS-like Library Instantiation Software Framework
NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
A linear algebra and mathematics library for computer graphics.
LAPACK development repository
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
A polyhedral compiler for expressing fast and portable data parallel algorithms
Teaching Materials for Dr. Waleed A. Yousef
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
Linear algebra in TypeScript.
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At this moment relu_layer op doesn't allow threshold configuration, and legacy RELU op allows that.
We should add configuration option to relu_layer.