A repository to work on Machine Learning course. Select an algorithm to classify writer's gender, of Hebrew texts.

Last update: Feb 01, 2022

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Machine Learning MachineLearning

Overview

MachineLearning

A repository to work on Machine Learning course.
Select an algorithm to classify writer's gender, of Hebrew texts.

Tested algorithms:

SVM (SGDClassifier)
Logistic Regression
Liner SVM
KNN
Gaussian NB
Multinomial NB
Decision Tree
Perceptron
Voting

Topics:

Basic Python Programming
Text Analysis
Grid Search

Owner

Haim Adrian

implements Codable

GitHub Repository

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A repository to work on Machine Learning course. Select an algorithm to classify writer's gender, of Hebrew texts.

Related tags

Overview

MachineLearning

Tested algorithms:

Topics:

Owner

Haim Adrian

vortex particles for simulating smoke in 2d

[HELP REQUESTED] Generalized Additive Models in Python

Simple structured learning framework for python

AtsPy: Automated Time Series Models in Python (by @firmai)

Auto updating website that tracks closed & open issues/PRs on scikit-learn/scikit-learn.

Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning

Skoot is a lightweight python library of machine learning transformer classes that interact with scikit-learn and pandas.

ANNchor is a python library which constructs approximate k-nearest neighbour graphs for slow metrics.

A Lucid Framework for Transparent and Interpretable Machine Learning Models.

Data Efficient Decision Making

Hypernets: A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

Model search (MS) is a framework that implements AutoML algorithms for model architecture search at scale.

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Required for a machine learning pipeline data preprocessing and variable engineering script needs to be prepared

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Fourier-Bayesian estimation of stochastic volatility models

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