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machine-learning-tutorial

Here are 30 public repositories matching this topic...

cs329s-ml-deployment-tutorial

mrdbourke / cs329s-ml-deployment-tutorial

Code and files to go along with CS329s machine learning model deployment tutorial.

machine-learning tensorflow google-cloud cloud-services machine-learning-tutorial deployment-tutorial food-vision machine-learning-deployment

Updated Apr 17, 2021
Jupyter Notebook

RubixML / Sentiment

Sponsor

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

php machine-learning natural-language-processing tutorial deep-learning sentiment-analysis neural-network text-classification sentiment prediction imdb hyperparameters dataset tf-idf gradient-descent example-project multi-layer-perceptron backpropagation hidden-layers learning-rate sentiment-classification php-ml text-sentiment machine-learning-tutorial php-machine-learning

Updated Jul 14, 2021
PHP

benckx / dnn-movie-posters

Classify movie posters by genre

machine-learning tutorial movies ai tensorflow keras cnn keras-tutorials keras-classification-models tensorflow-examples cnn-classification machine-learning-tutorial

Updated Jan 4, 2020
Python

RubixML / CIFAR-10

Sponsor

Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

php machine-learning tutorial deep-neural-networks computer-vision deep-learning neural-network pipeline cross-validation artificial-intelligence image-classification image-recognition object-detection example-project cifar-10 php-ml php-ai machine-learning-tutorial rubix-ml php-machine-learning

Updated Jul 14, 2021
PHP

jim-schwoebel / voice_gender_detection

♂️♀️ Detect a person's gender from a voice file (90.7% +/- 1.3% accuracy).

machine-learning tutorial voice voice-commands voice-recognition workshop-materials voice-control gender-classification voice-assistant machine-learning-modeling gender-detection machine-learning-practice voice-activity-detection machine-learning-tutorial voice-computing machine-learning-model surveylex neurolex

Updated Aug 7, 2020
Python

RubixML / Housing

Sponsor

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

php data-science machine-learning regression kaggle kaggle-competition housing-prices gradient-boosting-machine ensemble rubix gradient-descent gradient-boosting predicting-housing-prices php-ml gradient-boosting-regressor gradient-boosted-trees machine-learning-tutorial rubix-ml gradient-boost php-machine-learning

Updated Apr 29, 2022
PHP

RubixML / MNIST

Sponsor

Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

php machine-learning tutorial deep-neural-networks computer-vision deep-learning neural-network pipeline cross-validation mnist mnist-dataset image-classification image-recognition php-ml mnist-handwriting-recognition php-ai machine-learning-tutorial rubix-ml php-machine-learning

Updated Apr 29, 2022
PHP

MihailSalnikov / tf-idf_and_k-means

Text clustering with K-means and tf-idf

machine-learning tfidf kmeans-clustering machine-learning-tutorial

Updated Apr 25, 2019
Jupyter Notebook

ashishpatel26 / ML-Notes-in-Markdown

Machine learning notes that make your reading easy

machine-learning ml machinelearning machine-learning-tutorials machinelearning-python machine-learning-tutorial machine-learning-notes

Updated Jun 2, 2021
Jupyter Notebook

RubixML / Iris

Sponsor

The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.

php data-science machine-learning tutorial cross-validation classification nearest-neighbors example-project knn iris-dataset php-ml k-nearest-neighbors introduction-to-machine-learning machine-learning-tutorial rubix-ml php-machine-learning

Updated Apr 29, 2022
PHP

RubixML / HAR

Sponsor

Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.

php data-science machine-learning neural-network pipeline cross-validation volunteers dataset classification dimensionality-reduction rubix momentum example-project human-activity-recognition php-ml softmax-classifier smartlab random-projection machine-learning-tutorial rubix-ml xavier-parra imu-sensor php-machine-learning

Updated Apr 29, 2022
PHP

RubixML / Credit

Sponsor

An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.

php data-science machine-learning tutorial pipeline analytics taiwan dimensions cross-validation credit-card prediction labels dataset classification estimator logistic-regression monte-carlo-simulation t-sne example-project risk-assessment learners manifold-learning department php-ml credit-card-bill machine-learning-tutorial yeh rubix-ml php-machine-learning

Updated Apr 29, 2022
PHP

leriomaggio / deep-learning-health-life-sciences

Workshop on Deep Learning for Health and Life Sciences

machine-learning deep-learning computational-biology pytorch deep-learning-tutorial life-sciences pytorch-tutorial machine-learning-tutorial health-science

Updated Mar 19, 2021
Jupyter Notebook

RubixML / Colors

Sponsor

Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.

php machine-learning tutorial clustering shape cross-validation labels dataset gaussian estimator blob rubix kmeans k-means unsupervised-learning contingency-table synthetic-data k-means-clustering php-ml synthetic-dataset-generation k-means-plus-plus machine-learning-tutorial rubix-ml php-machine-learning

Updated Apr 29, 2022
PHP

curiousily / Logistic-Regression-with-TensorFlow-js

Sponsor

Predict diabetes disease using a Logistic Regression with TensorFlow.js

machine-learning artificial-intelligence logistic-regression tensorflowjs tensorflow-js machine-learning-tutorial

Updated Sep 4, 2020
JavaScript

junhoning / machine_learning_tutorial

machine-learning tutorial machine-learning-tutorial

Updated Dec 30, 2019
Jupyter Notebook

RubixML / Divorce

Sponsor

Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.

php data-science machine-learning cross-validation prediction classification nearest-neighbors example-project knn divorce-prediction php-ml k-nearest-neighbors divorce machine-learning-tutorial rubix-ml php-machine-learning

Updated Apr 29, 2022
PHP

RubixML / Dota2

Sponsor

Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.

classifier php data-science machine-learning naive-bayes cross-validation prediction naive-bayes-classifier dota2 dota naive-bayes-algorithm php-ml machine-learning-tutorial rubix-ml php-machine-learning

Updated Apr 29, 2022
PHP

kmc7468 / DLCpp

딥러닝 with C++ 소스 코드

machine-learning deep-learning deep-learning-tutorial machine-learning-tutorial

Updated Sep 12, 2019
C++

DataSenseiAryan / MLIn10Minutes

A machine repository for kick-starting Machine Learning in no time!

machine-learning medium kaggle begginersguide machine-learning-tutorial machinelearningin10minutes mlin10minutes

Updated May 1, 2021
Jupyter Notebook

taguhiM / ZIL_ML

Machine Learning tutorials covering both traditional and deep learning models.

machine-learning deep-learning machine-learning-algorithms deep-learning-algorithms machinelearning deep-learning-tutorial data-science-tutorials machinelearning-python machine-learning-tutorial

Updated Jun 15, 2020
Jupyter Notebook

rallesiardo / tuto-ml-breizhcamp2019

Supports de la conférence "Machine Learning pour tous avec python" présentée au Breizhcamp 2019

machine-learning tutorial sklearn machine-learning-tutorial

Updated Jun 15, 2020
HTML

DrazenDodik / tf2_quickstart_valohai

In this tutorial we'll bring the TensorFlow 2 Quickstart to Valohai, taking advantage of Valohai versioned experiments, data inputs, outputs and exporting metadata to easily track & compare your models.

tensorflow valohai machine-learning-tutorial machine-learning-operations

Updated Feb 9, 2022
Python

anastazijaverovic / Machine_Learning_Algorithms_R

The repository contains exercises on Machine Learning algorithms in R, using RStudio. Used to dive into ML, data preprocessing, data visualisation, and data exploration.

data-science machine-learning r linear-regression machine-learning-algorithms regression data-visualization data-engineering classification dimensionality-reduction reinforcement-learning-algorithms data-processing association-rules regression-models uci-machine-learning machine-learning-practice machine-learning-tutorial classification-models

Updated Jan 6, 2021
R

IgorWounds / Sklearn-Introduction-Guide

Algotrading101 article about Sklearn

machine-learning scikit-learn sklearn scikitlearn-machine-learning machine-learning-tutorial

Updated May 26, 2021
Jupyter Notebook

leanh153 / Machine-Learning

Machine learning case study

machine-learning deep-learning sklearn machine-learning-algorithms regression classification clustering-algorithm kmeans-clustering sklearn-library machine-learning-tutorial cousera-specialization

Updated Jul 25, 2020
Jupyter Notebook

amansinha28 / Machine-Learning-Basics

Machine Learning Algorithm Implementations

machine-learning machine-learning-algorithms machinelearning machine-learning-tutorial machine-learning-implementation

Updated May 10, 2020
Jupyter Notebook

saurabhkm / GNR652

A follow up page for the session on Machine and Learning and Deep Learning frameworks at GNR 652 course.

machine-learning deep-neural-networks caffe deep-learning scikit-learn keras pytorch keras-tutorials deep-learning-tutorial pytorch-tutorial caffe-tutorials machine-learning-tutorial

Updated Apr 5, 2019

mohitsharma-sh / esl

Study notes for Elements of Statistical Learning (ESL) book.

machine-learning statistics statistical-learning machine-learning-tutorial

Updated Mar 5, 2021

SamdenLepcha / DataScience-Tutorial

A Basic tutorial for beginners in Data Science. Contains step by step solution on the Titanic Dataset.

python3 python-tutorial beginners-guide machine-learning-tutorial

Updated Nov 4, 2019
Jupyter Notebook

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