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autogluon/autogluon

Fast and accurate machine learning framework that can build models in just 3 lines of Python code.

10.1K
Active
Python
ML Ops
PyTorch
#automated-machine-learning#computer-vision#tabular-data

MingchaoZhu/DeepLearning

This Python repository provides a deep dive into the math, principles, and code behind the 'Deep Learning' book, a.k.a. the 'Deep Learning Bible'.

7.6K
Archived
Python
LLM Frameworks
Books & Guides
Python
#deep-learning#machine-learning#python

h2oai/h2o-3

An open-source, distributed machine learning platform with support for various algorithms and autoML.

7.5K
Active
Jupyter Notebook
ML Ops
Databases
#machine-learning#automl#distributed

BoltzmannEntropy/interviews.ai

This repository provides interview preparation resources for AI and machine learning developers.

4.8K
Stable
Interview Preparation
Tutorials & Courses
PyTorch
#machine-learning#deep-learning#data-science

salesforce/Merlion

A Python framework for building advanced time series forecasting and anomaly detection models.

4.5K
Archived
Python
ML Ops
Caching
#time-series#forecasting#anomaly-detection

benedekrozemberczki/awesome-decision-tree-papers

A curated collection of research papers on decision, classification and regression trees with implementations.

2.5K
Stable
Python
Machine Learning Research
Machine Learning
Python
#decision-trees#classification-models#regression-trees

JuliaAI/MLJ.jl

A flexible machine learning framework for the Julia programming language, used for classification, clustering, and more.

1.9K
Stable
Julia
ML Ops
Databases
Julia
#machine-learning#data-science#predictive-modeling

justmarkham/DAT8

General Assembly's 2015 Data Science course covering topics like machine learning, data analysis, and data visualization.

1.6K
Archived
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#data-analysis#data-science#machine-learning

kingfengji/gcForest

This is an open-source implementation of the deep forest machine learning algorithm for ensemble learning.

1.3K
Archived
Python
ML Ops
ML Frameworks
Python
#deep-learning#ensemble-learning#random-forest

reiinakano/xcessiv

A Python library for automated hyperparameter tuning and ensemble learning using scikit-learn.

1.3K
Archived
Python
ML Ops
Machine Learning
scikit-learn
#automated-machine-learning#ensemble-learning#hyperparameter-optimization

TorchEnsemble-Community/Ensemble-Pytorch

A unified ensemble framework for PyTorch to improve model performance and robustness.

1.0K
Archived
Python
ML Ops
API Frameworks
PyTorch
#deep-learning#ensemble#bagging

Minqi824/ADBench

Official implementation of the ADBench anomaly detection benchmark for machine learning models

1.0K
Active
Python
Anomaly Detection
Benchmark
Python
#anomaly-detection#benchmark#data-mining

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