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Mlr
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1,609
Machine Learning in R
Awesome Semi Supervised Learning
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1,573
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
Data Science Interview Questions And Answers
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1,169
Data science interview questions with answers. Not ideally (yet)
Tf Explain
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934
Interpretability Methods for tf.keras models with Tensorflow 2.x
Scikit Multiflow
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700
A machine learning package for streaming data in Python. The other ancestor of River.
Deltapy
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411
DeltaPy - Tabular Data Augmentation (by @firmai)
Change Detection Review
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352
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
Feature Selection For Machine Learning
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248
Code repository for the online course Feature Selection for Machine Learning
Shapley
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198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
Textvec
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190
Text vectorization tool to outperform TFIDF for classification tasks
Mvlearn
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186
Python package for multi-view machine learning
Machinelearning
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146
Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/ Contains Linear and Logistic Regression, Neural Networks and Deep Learning methods, Decision Trees, Random forests, Boosting methods and other ensemble methods, support vector machines and central unsupervised learning algorithms.
Computationalphysics2
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143
Advanced course in Computational Physics, see texbook at http://compphysics.github.io/ComputationalPhysics2 with an emphasis on computational quantum mechanics, machine learning and quantum computing.
Feature Engineering Handbook
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127
A practical feature engineering handbook
Book Ml Sem
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122
《机器学习:软件工程方法与实现》Method and implementation of machine learning software engineering
Bci.js
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104
📊 EEG signal processing and machine learning in JavaScript
Ml Lib
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101
An extensive machine learning library, made from scratch (Python).
Feature Selection For Machine Learning
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81
Methods with examples for Feature Selection during Pre-processing in Machine Learning.
Methods2test
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79
methods2test is a supervised dataset consisting of Test Cases and their corresponding Focal Methods from a set of Java software repositories
Orca
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69
Ordinal Regression and Classification Algorithms
Top 10 Machine Learning Methods With R
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61
Includes top ten must know machine learning methods with R.
Mlclass
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52
My main Machine Learning class
Lumin
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47
LUMIN - a deep learning and data science ecosystem for high-energy physics.
Mlr3tuning
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46
Hyperparameter optimization package of the mlr3 ecosystem
Clusteval
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46
Clusteval provides methods for unsupervised cluster validation
Kernelmethods
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42
Foundational library for Kernel methods in pattern analysis and machine learning
Keras.jl
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42
A julia wrapper for https://keras.io
Artificial_neural_networks
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35
A collection of Methods and Models for various architectures of Artificial Neural Networks
Rstats
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29
Statistics, Information Measures, Linear Algebra, Cholesky Matrix Decomposition, Mahalanobis Distance, Householder QR Decomposition, Clifford Algebra, Multidimensional Data Analysis, Geometric Median, Hulls, Machine Learning, multithreading implementation...
Machine Learning Models
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26
In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.
Projects
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20
Data Science Portfolio
Simplex
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15
This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help of a corpus of examples. For more details, please read our NeurIPS 2021 paper: 'Explaining Latent Representations with a Corpus of Examples'.
Onelearn
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14
Online machine learning methods
Mlgauge
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13
A simple library to benchmark the performance of machine learning methods across different datasets.
Numerics
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12
library of numerical methods using Armadillo
Feature Selection Techniques
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11
Python code source for features selection 👨🔬 series on medium website. 📰
Mlerasmus
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11
This site contains all document relevant for the Machine Learning courses of the Erasmus+ network. Jupyter-book link at https://compphysics.github.io/MachineLearning/doc/
Dse220x
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9
UCSanDiegoX: DSE220x : Machine Learning Fundamentals Course
Wrapper Feature Selection Toolbox
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9
This toolbox offers more than 40 wrapper feature selection methods include PSO, GA, DE, ACO, GSA, and etc. They are simple and easy to implement.
Numerical Optimization Machine Learning
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9
Codes for popular numerical optimization methods and machine learning algorithms
Generalledger.jl
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9
ML for GL - A complete Julialang ERP Data Science framework for Finance, Supply chain accounting
Bayesian Methods For Machine Learning
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8
Bayesian Methods for Machine Learning
Machine Learning For Cybersecurity
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8
The comparison of the performance of different machine learning methods for computer security problems
Dvqa
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7
Steam Recommendations
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7
Recommending games to Steam users 🎮
Datapipe
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7
Pipeline API for manipulating dataframes
Smart Selectors Dot Net
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6
A set of .NET Selenium extension methods to find elemens using machine learning models
Coursera Aml3 Bayesian Methods
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6
Coursera, Advanced Machine Learning specialization, course 3: Bayesian Methods for Machine Learning
Cip
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5
Computational Intelligence Packages (CIP) for Mathematica
Mlgroup
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5
Mathematics / Machine Learning group
Text_classification
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5
Text classification models (including traditional machine learning methods and deep learning methods)
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