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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

yzhao062/pyod

A Python library for outlier and anomaly detection, integrating classical and deep learning techniques.

9.7K
Active
Python
Anomaly & Outlier Detection
#anomaly-detection#outlier-detection#unsupervised-learning

yzhao062/anomaly-detection-resources

A comprehensive collection of resources for anomaly detection, including books, papers, videos, and toolboxes.

9.2K
Stable
Python
LLM Frameworks
Computer Vision
Python
#anomaly-detection#outlier-detection#fraud-detection

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

algorithmicsuperintelligence/openevolve

Open-source implementation of AlphaEvolve, a coding agent for iterative code optimization and discovery.

5.5K
Active
Python
Agents & Orchestration
AI Coding Agents
Python
#alpha-evolve#coding-agent#llm-engineering

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

tensorflow/adanet

A flexible AutoML framework with learning guarantees for building high-performance AI models.

3.5K
Archived
Jupyter Notebook
ML Ops
API Frameworks
TensorFlow
#automl#deep-learning#machine-learning

mljar/mljar-supervised

An AutoML Python package for tabular data with feature engineering, hyperparameter tuning, and automatic documentation.

3.2K
Experimental
Python
ML Ops
Databases
Python
#automated-machine-learning#automl#tabular-data

ekzhu/datasketch

A Python library for data sketching techniques like MinHash, LSH, HyperLogLog, and HNSW for approximate similarity search.

2.9K
Active
Python
Search
Caching
#data-sketches#similarity-search#approximate-search

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

ZFTurbo/Weighted-Boxes-Fusion

A Python library for ensembling object detection models using the Weighted Boxes Fusion (WBF) method.

1.8K
Archived
Python
Computer Vision
API Frameworks
#object-detection#ensemble-prediction#boxes

remotemobprogramming/mob

A Go-based tool for smooth git handover during remote mob programming sessions.

1.8K
Active
Go
CLI Tools
Collaboration & Real-time
#mob-programming#remote-mob-programming#pair-programming

drewmccormack/ensembles

A synchronization framework for Core Data, a popular Objective-C persistence framework on Apple platforms.

1.6K
Archived
Objective-C
API Frameworks
ORMs & Query Builders
#core-data#ios#objective-c

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

dfm/emcee

An ensemble sampling toolkit for affine-invariant Markov Chain Monte Carlo (MCMC) in Python.

1.6K
Active
Python
Inference
Caching
#mcmc#probabilistic-modeling#data-analysis

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
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