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Avik-Jain/100-Days-Of-ML-Code

100-day ML coding challenge with implementations and tutorials

49.8K
Archived
Tutorials & Courses
#machine-learning#tutorials#100-days-of-code

kenjihiranabe/The-Art-of-Linear-Algebra

Visual notes on linear algebra concepts from Gilbert Strang's book

21.1K
Experimental
PostScript
Books & Guides
#linear-algebra#visual-learning#math-education

williamfiset/Algorithms

A comprehensive collection of algorithms and data structures in Java for developers to explore and learn from.

18.5K
Active
Java
Algorithms & Data Structures
#algorithms#data-structures#graph-theory

sympy/sympy

A powerful computer algebra system written in pure Python for scientific computing and math applications.

14.4K
Active
Python
API Frameworks
Python
#computer-algebra#math#science

deeplearning4j/deeplearning4j

Suite of tools for deploying and training deep learning models using the JVM

14.2K
Active
Java
ML Ops
Java
#artificial-intelligence#deeplearning#neural-nets

ggml-org/ggml

A tensor library for machine learning, with a focus on large language models and automatic differentiation.

14.2K
Active
C++
LLM Frameworks
#machine-learning#tensor-algebra#automatic-differentiation

janishar/mit-deep-learning-book-pdf

A PDF version of the renowned MIT Deep Learning Book, a comprehensive resource for studying machine learning and neural networks.

13.9K
Archived
Java
Learning & Education
#deep-learning#machine-learning#neural-networks

gcanti/fp-ts

A TypeScript library for functional programming, providing a rich set of algebraic data types and functions.

11.5K
Stable
TypeScript
Backend Frameworks
TypeScript
#functional-programming#algebraic-data-types#type-safe

fastai/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

10.7K
Archived
Jupyter Notebook
Linear-Algebra
Python
#linear-algebra#data-science#machine-learning

fantasyland/fantasy-land

Specification for interoperability of common algebraic structures in JavaScript.

10.2K
Archived
JavaScript
API Documentation
JavaScript
#functional#javascript#specification

Visualize-ML/Book4_Power-of-Matrix

A Jupyter Notebook book that teaches linear algebra and machine learning concepts using the power of matrices.

9.8K
Stable
Jupyter Notebook
Mathematics
#linear-algebra#machine-learning#mathematics

NVIDIA/cutlass

A high-performance linear algebra library for GPU-accelerated deep learning and other applications.

9.4K
Active
C++
ML Ops
API Frameworks
C++
#cuda#deep-learning#gpu

tensorflow/tfjs-core

A WebGL-accelerated JavaScript library for machine learning and deep learning on the web.

8.5K
Archived
TypeScript
ML Ops
Frontend Frameworks
React
#machine-learning#deep-learning#gpu-acceleration

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

A detailed guide for undergraduate students or anyone wanting to dive into the field of AI with a solid foundation.

7.6K
Archived
Learning & Education
Books & Guides
#ai#machine-learning#deep-learning

Visualize-ML/Book3_Elements-of-Mathematics

This GitHub repository is a book on the fundamentals of mathematics, covering topics from basic arithmetic to machine learning, written for developers interested in AI tools and applications.

7.4K
Stable
Jupyter Notebook
LLM Frameworks
Books & Guides
Jupyter Notebook
#machine-learning#mathematics#data-science

OpenMathLib/OpenBLAS

An optimized BLAS library for high-performance linear algebra and numerical computing.

7.3K
Active
C
API Frameworks
Libraries
#blas#lapack#linear-algebra

haifengl/smile

Smile is a comprehensive statistical machine learning and data science library for Java developers.

6.3K
Active
Java
ML Ops
Databases
#machine-learning#data-science#statistics

williamngan/pts

A TypeScript library for visualization and creative-coding, enabling developers to create dynamic, interactive graphics and data visualizations.

5.3K
Archived
TypeScript
Graphics
Animation & Motion
TypeScript
#generative-art#graphics#visualization

louisfb01/start-machine-learning

A comprehensive guide to start and improve in machine learning and AI, covering the latest techniques and tools.

5.2K
Active
Learning & Education
Tutorials & Courses
#machine-learning#artificial-intelligence#tutorials

dimforge/nalgebra

High-performance linear algebra library for Rust with matrix, vector, and geometric computing.

4.7K
Stable
Rust
General Utilities
API Frameworks
Rust
#linear-algebra#matrix-operations#vector-math

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