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10.6k

45.5k

mit

2.4k

100 Days of ML Coding

svm python tutorial siraj-raval infographics scikit-learn 100daysofcode deep-learning implementation linear-algebra machine-learning linear-regression logistic-regression 100-days-of-code-log siraj-raval-challenge naive-bayes-classifier support-vector-machines machine-learning-algorithms

Created 2018-07-05

109 commits to master branch, last one 4 years ago

tensorflow_cookbook nfmcclure

2.4k

6.2k

mit

333

Code for Tensorflow Machine Learning Cookbook

cnn nlp ode rnn svm packtpub regression tensorflow tensorboard classification neural-network machine-learning genetic-algorithm kmeans-clustering linear-regression tensorflow-cookbook tensorflow-algorithms

Created 2016-06-10

409 commits to master branch, last one 4 years ago

Financial-Models-Numerical-Methods cantaro86

1.0k

5.6k

agpl-3.0

143

Collection of notebooks about quantitative finance, with interactive python code.

python econometrics heston-model kalman-filter levy-processes option-pricing brownian-motion american-options fourier-inversion jupyter-notebooks linear-regression monte-carlo-methods quantitative-finance stochastic-processes financial-engineering financial-mathematics linear-systems-equations jump-diffusion-mertons-model partial-differential-equations stochastic-differential-equations

Created 2019-09-10

75 commits to master branch, last one about a month ago

TensorFlow-Book BinRoot

1.2k

4.5k

mit

297

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

book clustering regression tensorflow autoencoder classification machine-learning linear-regression logistic-regression reinforcement-learning convolutional-neural-networks

Created 2016-03-06

110 commits to master branch, last one 4 years ago

Machine-Learning-with-Python susanli2016

4.8k

4.3k

unknown

269

Python code for common Machine Learning Algorithms

lda pca svm svr random-forest decision-trees kmeans-clustering linear-regression xgboost-algorithm knn-classification logistic-regression polynomial-regression naive-bayes-classifier hierarchical-clustering

Created 2017-05-26

211 commits to master branch, last one 2 years ago

machine_learning_basics zotroneneis

834

4.3k

mit

164

Plain python implementations of basic machine learning algorithms

k-nn ipynb kmeans python python3 algorithm perceptron neural-network neural-networks machine-learning linear-regression k-nearest-neighbor logistic-regression k-nearest-neighbours python-implementations machine-learning-algorithms

Created 2018-02-19

137 commits to master branch, last one 4 months ago

Machine-Learning-Specialization-Coursera greyhatguy007

2.4k

3.8k

mit

34

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

mooc python coursera andrew-ng solutions tensorflow deep-learning decision-trees neural-network machine-learning linear-regression coursera-assignment logistic-regression recommendation-system unsupervised-learning coursera-specialization andrew-ng-machine-learning supervised-machine-learning unsupervised-machine-learning

Created 2022-06-16

145 commits to main branch, last one about a month ago

NakedTensor jostmey

146

2.4k

apache-2.0

96

Bare bone examples of machine learning in TensorFlow

simple big-data tensorflow linear-regression tensorflow-examples tensorflow-exercises tensorflow-tutorials distributed-computing

Created 2016-09-08

63 commits to master branch, last one 7 years ago

data-science-complete-tutorial edyoda

763

1.8k

unknown

66

For extensive instructor led learning

numpy pandas pipeline scikit-learn decision-trees machine-learning feature-selection linear-regression nearest-neighbors

Created 2018-09-15

155 commits to master branch, last one 2 years ago

TensorFlow2.0-Examples YunYang1994

674

1.7k

mit

58

🙄 Difficult algorithm, Simple code.

gan fcn8s vgg16 resnet yolov3 pix2pix tensorflow tensorflow2 deep-learning dcgan-tensorflow machine-learning object-detection linear-regression tensorflow-examples deep-neural-networks image-classification reinforcement-learning unet-image-segmentation convolutional-neural-network

Created 2019-03-07

376 commits to master branch, last one 3 years ago

DAT8 justmarkham

1.1k

1.6k

unknown

113

General Assembly's 2015 Data Science course in Washington, DC

Created 2015-08-07

119 commits to master branch, last one 8 years ago

grt nickgillian

284

864

unknown

89

gesture recognition toolkit

grt kmeans softmax random-forest machine-learning linear-regression gesture-recognition dynamic-time-warping support-vector-machine gesture-recognition-toolkit

Created 2014-01-03

897 commits to master branch, last one 5 years ago

machine-learning-octave trekhleb

246

853

mit

50

🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained

matlab octave clustering prediction regression neural-network neural-networks machine-learning linear-regression

Created 2018-10-19

163 commits to master branch, last one 4 years ago

Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis kaushikjadhav01

214

664

mit

30

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts ...

lstm arima flask keras python tweepy twitter yfinance wordpress tensorflow alphavantage stock-market machine-learning linear-regression sentiment-analysis stock-price-prediction

Created 2020-06-13

42 commits to master branch, last one 9 months ago

autofeat cod3licious

61

501

mit

19

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

automl machine-learning feature-selection linear-regression feature-engineering automated-data-science machine-learning-models automated-machine-learning automated-feature-engineering

Created 2019-01-22

76 commits to main branch, last one about a month ago

abess abess-team

41

474

other

8

Fast Best-Subset Selection Library

r python scikit-learn cox-regression machine-learning feature-selection linear-regression multitask-learning ordinal-regression poisson-regression logistic-regression polynomial-algorithm best-subset-selection high-dimensional-data classification-algorithm sure-independence-screening principal-component-analysis robust-principal-component-analysis sparse-principal-component-analysis

Created 2020-12-20

2,762 commits to master branch, last one 2 months ago

regression sajari

68

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mit

17

Multivariable regression library in Go

go regression linear-regression

Created 2013-07-10

56 commits to master branch, last one 2 years ago

Stock-Analysis Vaibhav

105

393

mit

31

Regression, Scrapers, and Visualization

svm stocks prediction stock-prices hacktoberfest visualization stock-analysis hacktoberfest2020 linear-regression sentiment-analysis

Created 2016-07-10

160 commits to main branch, last one about a year ago

MultivariateStats.jl JuliaStats

86

379

other

28

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

cca ica lda mds pca julia regression statistics ols-regression ridge-regression linear-regression isotonic-regression multivariate-statistics dimensionality-reduction

Created 2014-03-12

197 commits to master branch, last one 5 months ago

Mathematics-for-Machine-Learning-and-Data-Science-Specialization Ryota-Kawamura

178

374

unknown

4

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine...

calculus mathematics probability determinants linear-algebra linear-equation gradient-descent machine-learning linear-regression bayesian-statistics mathematical-optimization eigenvalues-and-eigenvectors

Created 2023-05-02

88 commits to main branch, last one about a year ago

deeplearning.ai tsuirak

115

366

mit

3

该存储库包含由deeplearning.ai提供的相关课程的个人的笔记和实现代码。

keras k-means coursera andrew-ng naive-bayes tensorflow2 deep-learning svm-classifier keras-tensorflow machine-learning natural-language linear-regression logistic-regression

Created 2020-07-01

69 commits to master branch, last one 3 years ago

2018-MachineLearning-Lectures-ESA jmartinezheras

145

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unknown

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Machine Learning Lectures at the European Space Agency (ESA) in 2018

pca tf-idf lectures clustering text-mining deep-learning random-forest decision-trees lecture-slides lecture-videos neural-network topic-modeling machinelearning lecture-material machine-learning anomaly-detection linear-regression support-vector-machines

Created 2018-06-25

55 commits to master branch, last one about a year ago

Grokking-Artificial-Intelligence-Algorithms rishal-hurbans

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agpl-3.0

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The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

ai python algorithm q-learning machine-learning search-algorithm genetic-algorithm linear-regression reinforcement-learning ant-colony-optimization evolutionary-algorithms classification-algorithm machine-learning-algorithms particle-swarm-optimization

Created 2019-05-29

35 commits to master branch, last one 3 years ago

100DaysofMLCode NishkarshRaj

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mit

13

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1:

Created 2020-01-11

452 commits to master branch, last one 6 months ago

ISL-python a-martyn

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mit

8

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

lda pca islr bagging bootstrap random-forest machine-learning linear-regression boosting-algorithms logistic-regression supervised-learning statistical-learning

Created 2018-10-31

56 commits to master branch, last one 4 months ago

blasjs R-js

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mit

13

Pure Javascript manually written :ok_hand: implementation of BLAS, Many numerical software applications use BLAS computations, including Armadillo, LAPACK, LINPACK, GNU Octave, Mathematica, MATLAB, ...

blas lapack matrix vector mathlab conjugate determinant complex-matrix linear-algebra neural-network vector-algebra conjugate-matrix machine-learning transpose-matrix linear-regression generalized-linear-model

Created 2018-02-27

374 commits to next branch, last one about a year ago