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Search results for python mathematics

887 search results found

Homemade Machine Learning ⭐ 21,220

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Manim ⭐ 14,554

A community-maintained Python framework for creating mathematical animations.

Sympy ⭐ 10,748

A computer algebra system written in pure Python

Mlcourse.ai ⭐ 8,803

Open Machine Learning Course

Awesome Math ⭐ 7,170

A curated list of awesome mathematics resources

Ai Learn ⭐ 6,327

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Data Science Notes ⭐ 5,608

数据科学的笔记以及资料搜集

Machine Learning Mindmap ⭐ 4,400

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

Videos ⭐ 4,366

Code for the manim-generated scenes used in 3blue1brown videos

Baekjoon ⭐ 4,169

코딩테스트 대비 문제집(Baekjoon Online Judge)

Pywonderland ⭐ 4,125

A tour in the wonderland of math with python.

Programmers Introduction To Mathematics ⭐ 3,101

Code for A Programmer's Introduction to Mathematics

Learn_math_fast ⭐ 2,920

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

Easy12306 ⭐ 2,480

使用机器学习算法完成对12306验证码的自动识别

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

Computer Science Resources ⭐ 2,096

A list of resources in different fields of Computer Science

Linear Algebra With Python ⭐ 1,846

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the 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.

Ml Foundations ⭐ 1,705

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Project Euler Solutions ⭐ 1,661

Runnable code for solving Project Euler problems in Java, Python, Mathematica, Haskell.

Sophus ⭐ 1,658

C++ implementation of Lie Groups using Eigen.

Awesome Streamlit ⭐ 1,653

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

Meshio ⭐ 1,560

🕸 input/output for many mesh formats

Data Science Roadmap ⭐ 1,462

Data Science Roadmap from A to Z

Mathematics_dataset ⭐ 1,461

This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.

Multi-class confusion matrix library in Python

Hackermath ⭐ 1,339

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

Learn ⭐ 1,242

Yt Channels Ds Ai Ml Cs ⭐ 1,084

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

Cocalc ⭐ 1,055

CoCalc: Collaborative Calculation in the Cloud

Awesome Scientific Computing ⭐ 1,016

😎 Curated list of awesome software for numerical analysis and scientific computing

Mathinspector ⭐ 877

A visual programing environment for scientific computing with python

High School Guide To Machine Learning ⭐ 875

Being a high schooler myself and having studied Machine Learning and Artificial Intelligence for a year now, I believe that there fails to exist a learning path in this field for High School students. This is my attempt at creating one.

Tutorials ⭐ 847

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Latex Snippets ⭐ 838

Vim + LaTeX snippets setup

Playdoh ⭐ 730

PROJECT DEPRECATED (WAS: "Mozilla's Web application base template. Half Django, half awesomeness, half not good at math.")

Algorithms ⭐ 695

A repository of different Algorithms and Data Structures implemented in many programming languages.

🕸 Gmsh for Python

Mathtranslate ⭐ 628

translate scientific papers with math

Axelrod ⭐ 615

A research tool for the Iterated Prisoner's Dilemma

Mathgenerator ⭐ 582

A math problem generator, created for the purpose of giving self-studying students and teaching organizations the means to easily get access to high-quality, generated math problems to suit their needs.

Opytimizer ⭐ 565

🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.

Houdini ⭐ 557

Houdini pipeline and learning database

Hilbert ⭐ 548

👯 Implement mathematics.

Just Code ⭐ 545

Just Code ! 针对面试训练算法题，目前包括字节跳动面试题、 LeetCode 和剑指 offer ，持续扩容中 ⭐️

Quaternion ⭐ 540

Add built-in support for quaternions to numpy

Tensorflow Exercises ⭐ 535

TensorFlow Exercises - focusing on the comparison with NumPy.

Pynamical ⭐ 518

Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.

Optimesh ⭐ 511

🕸 Mesh optimization, mesh smoothing.

Stats Maths With Python ⭐ 492

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Mathjax Docs ⭐ 489

MathJax documentation. Beautiful math in all browsers. Beautifully documented.

Ai_all_resources ⭐ 467

A curated list of Best Artificial Intelligence Resources

Pygalmesh ⭐ 461

🕸 A Python interface to CGAL's meshing tools

Pytransform3d ⭐ 458

3D transformations for Python.

Fast EMD for Python: a wrapper for Pele and Werman's C++ implementation of the Earth Mover's Distance metric

Primify ⭐ 424

Embed any image into a prime number.

Basic Mathematics For Machine Learning ⭐ 418

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

Math Worksheet Generator ⭐ 417

Create basic addition, subtraction, multiplication and division practice questions with the answer sheet

📚 适合前端入门的高数课，临时域名 https://math.haozi.me

Awesome Theoretical Computer Science ⭐ 392

The interdicplinary of Mathematics and Computer Science, Distinguisehed by its emphasis on mathemtical technique and rigour.

Python Colormath ⭐ 364

A python module that abstracts common color math operations. For example, converting from CIE L*a*b to XYZ, or from RGB to CMYK

Spatialmath Python ⭐ 318

Create, manipulate and convert representations of position and orientation in 2D or 3D using Python

Pybotics ⭐ 285

The Python Toolbox for Robotics

The MATH Dataset (NeurIPS 2021)

Implementation of All ▲lgorithms in Python Programming Language

A python library for 2 player games.

Machine Learning Curriculum ⭐ 248

Complete path for a beginner to become a Machine Learning Scientist!

Fouriertalkoscon ⭐ 235

Presentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.

Neutrinote ⭐ 231

neutriNote - Markdown + Math in Just 3 MB!

Data Structures Algorithms ⭐ 228

My implementation of 85+ popular data structures and algorithms and interview questions in Python 3 and C++

Operator Discretization Library https://odlgroup.github.io/odl/

Riemann_book ⭐ 215

An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.

Leetcode_archiver ⭐ 214

Download personal submissions on LeetCode, generate summary figures and a markdown file. 🔮

Oneeurofilter ⭐ 213

Simple Python and Julia implementations of the 1€ Filter (1e filter, 1 euro filter, One Euro Filter). The codes can be used as a pseudocode for implementing the algorithm in other languages.

Google Search Api ⭐ 189

Python based api for searching google web, images, calc, and currency conversion.

Reviews ⭐ 188

Reviewing some online CS courses I took

🕸 Simple mesh generator inspired by distmesh.

Labs for the Foundations of Applied Mathematics curriculum.

Curated_resources ⭐ 174

📚 Curated lists for programming, books, movies, music, games, etc

🔧 Python Random Graph Generator

Cadabra2 ⭐ 174

A field-theory motivated approach to computer algebra.

Orthopy ⭐ 168

📐 Orthogonal polynomials in all shapes and sizes.

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 168

The full collection of all codes for my Youtube Channel segregated as per topic.

Lecture Source Py ⭐ 165

Source files for "Lectures in Quantitative Economics" -- Python version

Maya Math Nodes ⭐ 164

Collection of math nodes for Autodesk Maya

Fast OpenGL Mathematics (GLM) for Python

We're moving. Please visit https://github.com/PyWavelets

Projecteuler ⭐ 156

Polyglot solutions for www.projecteuler.net mathematical challenges

Discrete Math Python Scripts ⭐ 156

Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera

Monospacifier ⭐ 155

Convert variable-pitch fonts to monospace (useful for unicode and indentation-friendly programming)

Intro_to_the_math_of_intelligence ⭐ 153

This is the code for "Intro - The Math of Intelligence" by Siraj Raval on Youtube

Extended histogram plots on top of matplotlib and HEP compatible styling similar to current collaboration requirements (ROOT).

Jem Video ⭐ 149

A companion wiki + code repository for the O'Reilly Media video "Just Enough Math". This site provides additional links, sample code, and other addenda.

Investment portfolio and stocks analyzing tools for Python with free historical data

A python package to solve robot arm inverse kinematics in symbolic form

Symengine.py ⭐ 143

Python wrappers for SymEngine

Liegroups ⭐ 143

Python implementation of SO2, SE2, SO3, and SE3 matrix Lie groups using numpy or pytorch

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

Algodaily ⭐ 134

Django Mathfilters ⭐ 131

django-mathfilters provides a set of simple math filters for Django.

Octsympy ⭐ 127

A Symbolic Package for Octave using SymPy

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