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109 search results found

Homemade Machine Learning ⭐ 21,542

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

Mml Book.github.io ⭐ 12,032

Companion webpage to the book "Mathematics For Machine Learning"

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.

Ml Foundations ⭐ 2,224

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

Linear Algebra With Python ⭐ 2,160

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.

Hackermath ⭐ 1,339

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

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

Cocalc ⭐ 1,097

CoCalc: Collaborative Calculation in the Cloud

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Deep Learning Book Chapter Summaries ⭐ 857

Attempting to make the Deep Learning Book easier to understand.

Tutorials ⭐ 847

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

Angourimath ⭐ 726

New open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Tutorials ⭐ 523

Ipython notebooks for math and finance tutorials

A_journey_into_math_of_ml ⭐ 517

汉语自然语言处理视频教程-开源学习资料

Mml Book ⭐ 502

Code / solutions for Mathematics for Machine Learning (MML Book)

Stats Maths With Python ⭐ 492

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

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

Convolutional_neural_network ⭐ 337

This is the code for "Convolutional Neural Networks - The Math of Intelligence (Week 4)" By Siraj Raval on Youtube

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 311

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

Machine Learning algorithms implemented from scratch

Discrete Math Python Scripts ⭐ 263

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

Math Formula Recognition ⭐ 256

Math formula recognition (Images to LaTeX strings)

Fouriertalkoscon ⭐ 235

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

Riemann_book ⭐ 215

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

Intro To Dsp With Python ⭐ 198

Alpha Mind ⭐ 193

quantitative security portfolio analysis. The analysis pipeline including data storage abstraction, alpha calculation, ML based alpha combining and portfolio calculation.

Ml From Scratch ⭐ 188

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

Provingground ⭐ 180

Proving Ground: Tools for Automated Mathematics

Lstm_networks ⭐ 176

This is the code for "LSTM Networks - The Math of Intelligence (Week 8)" By Siraj Raval on Youtube

R Place Blender ⭐ 169

Tools for r/Place data visualization with Blender and Python

Lecture Source Py ⭐ 165

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

In_simple_english ⭐ 159

Small projects to clarify big concepts

Deep_q_learning ⭐ 156

This is the Code for "Deep Q Learning - The Math of Intelligence #9" By Siraj Raval on Youtube

Recurrent_neural_network ⭐ 143

This is the code for "Recurrent Neural Networks - The Math of Intelligence (Week 5)" By Siraj Raval on Youtube

Everythingcrypto ⭐ 138

(Still exploring) My cryptography journey: A collection of notebooks covering different algorithms and concepts from cryptography

Repo 2019 ⭐ 135

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

Teachingdatascience ⭐ 129

Course notes for Data Science related topics, prepared in LaTeX

Training Material ⭐ 114

A collection of code examples as well as presentations for training purposes

How_to_do_math_for_deep_learning ⭐ 110

This is the code for "How to Do Math Easily - Intro to Deep Learning #4' by Siraj Raval on YouTube

Mathvista ⭐ 110

MathVista: data, code, and evaluation for Mathematical Reasoning in Visual Contexts

Math_of_machine_learning ⭐ 107

This is the code for "Mathematcs of Machine Learning" by Siraj Raval on Youtube

Learn_cryoem_math ⭐ 105

Gaussian_mixture_models ⭐ 103

This is the code for "Gaussian Mixture Models - The Math of Intelligence (Week 7)" By Siraj Raval on Youtube

Kalman Filter For Sensor Fusion ⭐ 102

A Sensor Fusion Algorithm that can predict a State Estimate and Update if it is uncertain

Notebooks ⭐ 100

📓 A growing collection of Jupyter Notebooks written in Python, OCaml and Julia for science examples, algorithms, visualizations etc

Data_sciences_campaign ⭐ 96

【数据科学家系列课程】

Chapter programs/snippets and Solutions to Challenges

Computer Vision Notebooks ⭐ 93

👁️ An authorial set of fundamental Python recipes on Computer Vision and Digital Image Processing.

Math_dl_book_info ⭐ 92

書籍「最短コースでわかるディープラーニングの数学」用サポートサイト

Machine Learning ⭐ 92

My Attempt(s) In The World Of ML/DL....

Python Mathematics Handbook ⭐ 91

A set of notebooks for an introduction to Python for Mathematicians.

K_means_clustering ⭐ 89

This is the code for "K-Means Clustering - The Math of Intelligence (Week 3)" By SIraj Raval on Youtube

Mathmodel Pretrain ⭐ 81

研究生数学建模，华为杯数学建模，2021D题（数模之星），乳腺癌，机器学习，数据分析

Lead Lag ⭐ 79

Estimation of the lead-lag parameter from non-synchronous data.

Random_forests ⭐ 78

This is the code for "Random Forests - The Math of Intelligence (Week 7)" By Siraj Raval on Youtube

Mathematical Methods In Deep Learning Ipython ⭐ 78

Python code (in the form of Jupyter ipython notebooks) to support the book "Math and Architectures of Deep Learning" (Krishnendu Chaudhury with Ananya Ashok, Sujay Narumanchi, Devashish Shankar).

Logistic_regression_newtons_method ⭐ 71

This is the code for "Logistic Regression - The Math of Intelligence (Week 2)" By SIraj Raval on Youtube

Machine Learning Notebooks ⭐ 69

🤖 An authorial set of fundamental python recipes on Machine Learning and Artificial Intelligence.

Amusive Blogging N Coding ⭐ 68

Open source code from the blog posts at

Virtual Math Lab

Mathematics Of Deep Learning ⭐ 66

The Mathematics of Deep Learning, SIPB IAP 2018

Ai Lectures ⭐ 65

Lecture slides and scripts (LaTeX sources) in AI, Robotics, Machine Learning, Maths, Optimization

Maths With Python ⭐ 65

Coursera Mathematics For Ml ⭐ 63

Code of the solutions of the Mathematics for Machine Learning course taught in Coursera.

Python For Finance ⭐ 61

Python for Finance module for Imperial MSc in Mathematics and Finance

Mathphysics ⭐ 61

Various notes and solutions on Math and Physics (and Mathematical Physics)

Complete Guide To Deep Learning ⭐ 61

This guide is for those who know some math, know some programming language and now want to dive deep into deep learning

Introduction To Discrete Mathematics For Computer Science Specialization ⭐ 60

[Coursera] Introduction to Discrete Mathematics for Computer Science Specialization

Undergraduate In Statistics ⭐ 59

Using Computer with your Statistics Major Course

Aalto University's Intelligent Computational Media course (AI & ML for media, art & design)

Algebraicdynamics.jl ⭐ 55

Building dynamical systems compositionally

Hyperparameter_optimization_strategies ⭐ 54

This is the Code for "How Do I Find the Best Hyperparameters?- The Math of Intelligence #7" By Siraj Raval on Youtube

Front end to powerful mathematics and statistics packages

Deep Learning ⭐ 48

Deep Learning Bootcamp

Lightweight markup language - Document Once

Mathematics For Machine Learning ⭐ 43

A set of notes, in the form of a simple Github Pages site, which will serve as a complete crash course on the various areas of mathematics essential to understanding machine learning.

Basic Statistics With Python ⭐ 43

Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.

Publications ⭐ 42

My publications on Medium

library of useful Python code for scientific + technical applications

Dimensionality_reduction ⭐ 42

This is the Code for "Dimensionality Reduction - The Math of Intelligence #5" By Siraj Raval on Youtube

Python Matematica ⭐ 41

Explorando aspectos fundamentais da matemática com Python e Jupyter

Latent_dirichlet_allocation ⭐ 41

This is the Code for "Generative Models - The Math of Intelligence #8" By Siraj Raval on Youtube

Quant Library ⭐ 41

α collection of resources for people interested in quant finance

Python package for Geometric / Clifford Algebra with TensorFlow

Mlp Neural Network From Scratch ⭐ 36

Tutorial detailing how to build a multilayer perceptron from scratch

Basic Introduction To Python ⭐ 34

Introduction to Mathematics and Python using Neuroscience Examples

Cf Matematicas ⭐ 34

Recursos de Matemáticas en Código Facilito

Mec_equil ⭐ 33

'math+econ+code' masterclass on equilibrium transport and matching models in economics

Uci Math10 ⭐ 32

This is the repository for Math 10 Intro to Programming for DataSci at UCI.

Official Repository of the Magnum Project

Mathematics_for_machine_learning ⭐ 32

Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.

Zkp Workshop ⭐ 32

Explore the world of zero-knowledge proofs from first principles.

Expr2latex.jl ⭐ 32

Take a julia `Expr` and render it as LaTeX. Deprecated in favour of https://github.com/korsbo/Latexify.jl

Mathematics Notes ⭐ 31

📚 [.md & .ipynb] 人工智能与深度学习实战--数理统计与数据分析篇

Artificial Intelligence Important Documents Collections ⭐ 31

AI technology is significant because it allows software to do human functions—understanding, reasoning, planning, communication, and perception—increasingly effectively, efficiently, and affordably.

Source files for my course on Game Theory.

Complete Data Science Roadmap ⭐ 29

Complete Roadmap For Data Science

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