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Search results for jupyter notebook mathematics
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mathematics
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352 search results found
Homemade Machine Learning
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21,220
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Mml Book.github.io
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10,729
Companion webpage to the book "Mathematics For Machine Learning"
Data Science Notes
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5,608
数据科学的笔记以及资料搜集
Machine Learning Mindmap
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4,400
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
Linear Algebra With Python
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1,846
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 assistance of Python computation and visualization.
Ml Foundations
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1,705
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Hackermath
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1,339
Introduction to Statistics and Basics of Mathematics for Data Science  The Hacker's Way
Mish
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1,250
Official Repository for "Mish: A Self Regularized NonMonotonic Neural Activation Function" [BMVC 2020]
Awesome Ai Books
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1,086
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
Cocalc
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1,055
CoCalc: Collaborative Calculation in the Cloud
Deep Learning Book Chapter Summaries
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857
Attempting to make the Deep Learning Book easier to understand.
Tutorials
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847
AIrelated tutorials. Access any of them for free → https://towardsai.net/editorial
Angourimath
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624
New opensource crossplatform symbolic algebra library for C# and F#. Can be used for both production and research purposes.
Tutorials
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523
Ipython notebooks for math and finance tutorials
A_journey_into_math_of_ml
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517
汉语自然语言处理视频教程开源学习资料
Mml Book
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502
Code / solutions for Mathematics for Machine Learning (MML Book)
Stats Maths With Python
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492
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Ai_all_resources
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467
A curated list of Best Artificial Intelligence Resources
Basic Mathematics For Machine Learning
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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
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415
📚 适合前端入门的高数课，临时域名 https://math.haozi.me
Convolutional_neural_network
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337
This is the code for "Convolutional Neural Networks  The Math of Intelligence (Week 4)" By Siraj Raval on Youtube
Siml
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299
Machine Learning algorithms implemented from scratch
Fouriertalkoscon
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235
Presentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.
Math Formula Recognition
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225
Math formula recognition (Images to LaTeX strings)
Riemann_book
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215
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
Intro To Dsp With Python
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198
Alpha Mind
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193
quantitative security portfolio analysis. The analysis pipeline including data storage abstraction, alpha calculation, ML based alpha combining and portfolio calculation.
Ml From Scratch
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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
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180
Proving Ground: Tools for Automated Mathematics
Lstm_networks
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176
This is the code for "LSTM Networks  The Math of Intelligence (Week 8)" By Siraj Raval on Youtube
Machinelearning Deeplearning Code For My Youtube Channel
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168
The full collection of all codes for my Youtube Channel segregated as per topic.
Lecture Source Py
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165
Source files for "Lectures in Quantitative Economics"  Python version
In_simple_english
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159
Small projects to clarify big concepts
Discrete Math Python Scripts
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156
Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera
Deep_q_learning
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156
This is the Code for "Deep Q Learning  The Math of Intelligence #9" By Siraj Raval on Youtube
Recurrent_neural_network
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143
This is the code for "Recurrent Neural Networks  The Math of Intelligence (Week 5)" By Siraj Raval on Youtube
Repo 2019
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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
Everythingcrypto
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123
(Still exploring) My cryptography journey: A collection of notebooks covering different algorithms and concepts from cryptography
Training Material
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114
A collection of code examples as well as presentations for training purposes
How_to_do_math_for_deep_learning
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110
This is the code for "How to Do Math Easily  Intro to Deep Learning #4' by Siraj Raval on YouTube
Math_of_machine_learning
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107
This is the code for "Mathematcs of Machine Learning" by Siraj Raval on Youtube
Teachingdatascience
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104
Course notes for Data Science related topics, prepared in LaTeX
Gaussian_mixture_models
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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
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102
A Sensor Fusion Algorithm that can predict a State Estimate and Update if it is uncertain
R Place Blender
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101
Tools for r/Place data visualization with Blender and Python
Notebooks
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100
📓 A growing collection of Jupyter Notebooks written in Python, OCaml and Julia for science examples, algorithms, visualizations etc
Code
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94
Chapter programs/snippets and Solutions to Challenges
Mathy
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94
Tools for using computer algebra systems to solve math problems stepbystep with reinforcement learning
Computer Vision Notebooks
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93
👁️ An authorial set of fundamental Python recipes on Computer Vision and Digital Image Processing.
Learn_cryoem_math
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93
Python Mathematics Handbook
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91
A set of notebooks for an introduction to Python for Mathematicians.
Machine Learning
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91
My Attempt(s) In The World Of ML/DL....
Data_sciences_campaign
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89
【数据科学家系列课程】
K_means_clustering
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89
This is the code for "KMeans Clustering  The Math of Intelligence (Week 3)" By SIraj Raval on Youtube
Math_dl_book_info
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82
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
Mathmodel Pretrain
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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
Random_forests
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78
This is the code for "Random Forests  The Math of Intelligence (Week 7)" By Siraj Raval on Youtube
Logistic_regression_newtons_method
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71
This is the code for "Logistic Regression  The Math of Intelligence (Week 2)" By SIraj Raval on Youtube
Machine Learning Notebooks
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69
🤖 An authorial set of fundamental python recipes on Machine Learning and Artificial Intelligence.
Math
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68
Virtual Math Lab
Amusive Blogging N Coding
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68
Open source code from the blog posts at
Lead Lag
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67
Estimation of the leadlag parameter from nonsynchronous data.
Mathematics Of Deep Learning
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66
The Mathematics of Deep Learning, SIPB IAP 2018
Mathematical Methods In Deep Learning Ipython
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65
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).
Coursera Mathematics For Ml
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63
Code of the solutions of the Mathematics for Machine Learning course taught in Coursera.
Maths With Python
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61
Complete Guide To Deep Learning
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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
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60
[Coursera] Introduction to Discrete Mathematics for Computer Science Specialization
Mathphysics
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58
Various notes and solutions on Math and Physics (and Mathematical Physics)
Undergraduate In Statistics
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57
Using Computer with your Statistics Major Course
Hyperparameter_optimization_strategies
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54
This is the Code for "How Do I Find the Best Hyperparameters? The Math of Intelligence #7" By Siraj Raval on Youtube
Ai Lectures
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53
Lecture slides and scripts (LaTeX sources) in AI, Robotics, Machine Learning, Maths, Optimization
Deep Learning
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48
Deep Learning Bootcamp
Cantor
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47
Front end to powerful mathematics and statistics packages
Mediaai
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45
Aalto University's Intelligent Computational Media course (AI & ML for media, art & design)
Doconce
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44
Lightweight markup language  Document Once
Mathematics For Machine Learning
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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
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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.
Dimensionality_reduction
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42
This is the Code for "Dimensionality Reduction  The Math of Intelligence #5" By Siraj Raval on Youtube
Publications
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42
My publications on Medium
Latent_dirichlet_allocation
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41
This is the Code for "Generative Models  The Math of Intelligence #8" By Siraj Raval on Youtube
Quant Library
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41
α collection of resources for people interested in quant finance
Python Matematica
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41
Explorando aspectos fundamentais da matemática com Python e Jupyter
Python For Finance
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38
Python for Finance module for Imperial MSc in Mathematics and Finance
Tfga
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38
Python package for Geometric / Clifford Algebra with TensorFlow
Algebraicdynamics.jl
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36
Building dynamical systems compositionally
Mlp Neural Network From Scratch
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36
Tutorial detailing how to build a multilayer perceptron from scratch
Goulib
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35
library of useful Python code for scientific + technical applications
Cf Matematicas
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34
Recursos de Matemáticas en Código Facilito
Math157
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33
Uci Math10
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32
This is the repository for Math 10 Intro to Programming for DataSci at UCI.
Magnum
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32
Official Repository of the Magnum Project
Expr2latex.jl
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32
Take a julia `Expr` and render it as LaTeX. Deprecated in favour of https://github.com/korsbo/Latexify.jl
Mec_equil
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31
'math+econ+code' masterclass on equilibrium transport and matching models in economics
Artificial Intelligence Important Documents Collections
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31
AI technology is significant because it allows software to do human functions—understanding, reasoning, planning, communication, and perception—increasingly effectively, efficiently, and affordably.
Mathematics Notes
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30
📚 [.md & .ipynb] 人工智能与深度学习实战数理统计与数据分析篇
Gt
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30
Source files for my course on Game Theory.
Math
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28
A collection of open source math notes.
Gfx19
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27
Computer Graphics Course  Faculty of Computers and Information Sciences  Mansoura University  Egypt  2018 / 2019
Mathematics_for_machine_learning
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27
Learn mathematics behind machine learning and explore different mathematics in machine learning.
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