https://github.com/javascript-machine-learning/organization-overview
👇 Overview of all the resources of BRIIM: JavaScript in Machine Learning
https://github.com/javascript-machine-learning/organization-overview
javascript machine-learning
Last synced: 3 months ago
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👇 Overview of all the resources of BRIIM: JavaScript in Machine Learning
- Host: GitHub
- URL: https://github.com/javascript-machine-learning/organization-overview
- Owner: javascript-machine-learning
- Created: 2017-12-17T01:34:37.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2022-09-02T13:16:51.000Z (almost 3 years ago)
- Last Synced: 2024-11-02T13:34:19.119Z (8 months ago)
- Topics: javascript, machine-learning
- Homepage: https://bri.im
- Size: 4.88 KB
- Stars: 313
- Watchers: 17
- Forks: 12
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
Awesome Lists containing this project
README
# BRIIM - JavaScript in Machine Learning
The repository gives you an overview of all the resources for [BRIIM - JavaScript in Machine Learning](https://bri.im/). You can [contribute](https://github.com/javascript-machine-learning/briim-website-content) content to the official website too.
## Intro
* [A Guide to Machine Learning in JavaScript](https://www.robinwieruch.de/machine-learning-javascript-web-developers/)
## Shallow Algorithms
* [Linear Regression with Gradient Descent](https://github.com/javascript-machine-learning/linear-regression-gradient-descent)
* [Univariate Linear Regression with Gradient Descent (Vectorized)](https://github.com/javascript-machine-learning/univariate-linear-regression-gradient-descent-javascript)
* [Multivariate Linear Regression with Gradient Descent](https://github.com/javascript-machine-learning/multivariate-linear-regression-gradient-descent-javascript)
* [Multivariate Linear Regression with Normal Equation](https://github.com/javascript-machine-learning/multivariate-linear-regression-normal-equation-javascript)
* [Logistic Regression with Gradient Descent in JavaScript](https://github.com/javascript-machine-learning/logistic-regression-gradient-descent-javascript)
* [Multi-Class Classification Logistic Regression with Gradient Descent in JavaScript](https://github.com/javascript-machine-learning/multi-classification-logistic-regression-gradient-descent-javascript)
## Neural Networks
* [Neural Network in JavaScript with Deeplearn.js](https://github.com/javascript-machine-learning/color-accessibility-neural-network-deeplearnjs)
* [MNIST Digit Recognition Neural Network in JavaScript with Deeplearn.js](https://github.com/javascript-machine-learning/mnist-neural-network-deeplearnjs)
## Domain Specific
* [Recommendation System in JavaScript with MovieLens Database](https://github.com/javascript-machine-learning/movielens-recommender-system-javascript)
* [Spam Classifier with SVM in JavaScript](https://github.com/javascript-machine-learning/svm-spam-classifier-javascript)
## Linear Algebra, Calculus, Statistics
* [Matrix Operations in JavaScript](https://github.com/javascript-machine-learning/linear-algebra-matrix)
## Utility Libraries
* [Math.js Util](https://github.com/javascript-machine-learning/mathjs-util)
* [CSV to Matrix](https://github.com/javascript-machine-learning/csv-to-array-matrix)