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biolab/orange3

Interactive data analysis tool with machine learning, visualization, and decision tree capabilities

5.6K
Active
Python
ML Ops
Data Visualization
Python
#data-visualization#machine-learning#data-mining

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

HuddleEng/PhantomCSS

Visual/CSS regression testing with PhantomJS, a powerful tool for UI testing and validation.

4.7K
Archived
JavaScript
Animation & Motion
Testing
React
#ui-testing#css-regression#visual-testing

BinRoot/TensorFlow-Book

This GitHub repository contains code samples and examples for the Machine Learning with TensorFlow book, covering a wide range of machine learning topics.

4.4K
Archived
Jupyter Notebook
Machine Learning Ops
Books & Guides
TensorFlow
#machine-learning#tensorflow#book

zotroneneis/machine_learning_basics

A collection of basic machine learning algorithm implementations in Python for educational purposes.

4.4K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
#machine-learning#algorithm#python

MorvanZhou/Tensorflow-Tutorial

A comprehensive TensorFlow tutorial covering a wide range of machine learning topics for AI-focused developers.

4.3K
Archived
Python
Tutorials & Courses
Tutorials & Courses
TensorFlow
#tensorflow#machine-learning#deep-learning

microsoft/FLAML

A fast library for AutoML and hyperparameter tuning that can be used for various machine learning tasks.

4.3K
Active
Jupyter Notebook
Automated Machine Learning
Machine Learning
Jupyter Notebook
#automated-machine-learning#hyperparameter-optimization#tabular-data

Nixtla/neuralforecast

Scalable neural forecasting algorithms for time-series data, with support for various deep learning models.

4.0K
Active
Python
ML Ops
API Frameworks
PyTorch
#forecasting#time-series#deep-learning

americanexpress/jest-image-snapshot

A Jest matcher for visual regression testing of images, commonly used for visual comparison testing.

3.9K
Active
JavaScript
Testing
Testing
Jest
#image-comparison#snapshot-testing#visual-regression

dcajasn/Riskfolio-Lib

A Python library for portfolio optimization and quantitative strategic asset allocation.

3.8K
Active
C++
Portfolio Management
API Frameworks
#portfolio-optimization#asset-allocation#quantitative-finance

mathnet/mathnet-numerics

Math.NET Numerics is a high-performance, open-source numerical library for .NET, C# and F#.

3.7K
Experimental
C#
API Frameworks
Databases
C#
#math#linear-algebra#statistics

alibaba/Alink

Alink is a machine learning algorithm platform built on Apache Flink, developed by Alibaba's PAI team.

3.6K
Archived
Java
ML Ops
Databases
#machine-learning#flink#data-mining

Visualize-ML/Book5_Essentials-of-Probability-and-Statistics

A Jupyter Notebook-based resource covering the essentials of probability and statistics, relevant for machine learning.

3.6K
Stable
Jupyter Notebook
Machine Learning
Books & Guides
#probability#statistics#machine-learning

simple-statistics/simple-statistics

A comprehensive JavaScript statistics library for both Node.js and the browser.

3.5K
Active
JavaScript
API Frameworks
ORMs & Query Builders
Node
#statistics#math#regression

ShangtongZhang/DeepRL

Modularized implementation of deep reinforcement learning algorithms in PyTorch for researchers and developers.

3.4K
Archived
Python
Agents & Orchestration
API Frameworks
PyTorch
#deep-reinforcement-learning#rl-algorithms#pytorch-implementation

MilesCranmer/PySR

High-performance symbolic regression library for Python and Julia, with support for explainable AI.

3.4K
Active
Python
Explainable AI
ML Ops
Python
#algorithm#automl#data-science

xinghaochen/awesome-hand-pose-estimation

A comprehensive library for hand pose estimation and tracking, useful for human-computer interaction projects.

3.3K
Stable
Python
Computer Vision
Human-Computer Interaction
Python
#hand-pose-estimation#hand-tracking#computer-vision

Peterande/D-FINE

A library that redefines the regression task of DETRs as a fine-grained distribution refinement problem, with potential applications in object detection.

3.0K
Active
Python
Computer Vision
Fine-tuning
PyTorch
#detr#object-detection#fine-grained-distribution

CamDavidsonPilon/lifelines

A Python library for survival analysis, useful for developers working with time-to-event data.

2.6K
Archived
Python
Data Science
Data Analysis
#survival-analysis#statistics#reliability-analysis

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

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