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dmlc/xgboost

Distributed gradient boosting library for fast and accurate data science solutions

28.1K
Active
C++
ML Ops
Multi-Purpose
#xgboost#machine-learning#distributed-systems

shap/shap

SHAP explains ML model outputs using Shapley values for interpretability.

25.1K
Active
Jupyter Notebook
ML Ops
#explainability#machine-learning#shapley-values

microsoft/LightGBM

A high-performance gradient boosting framework for machine learning tasks like ranking, classification, and more.

18.1K
Active
C++
ML Ops
Python
#machine-learning#gradient-boosting#data-mining

ddbourgin/numpy-ml

A comprehensive machine learning library in Python with implementations of various algorithms and models.

16.3K
Archived
Python
ML Ops
#machine-learning#numpy#deep-learning

datawhalechina/easy-rl

A comprehensive Chinese tutorial on reinforcement learning, with implementations of popular RL algorithms.

13.8K
Stable
Jupyter Notebook
Reinforcement Learning
#reinforcement-learning#deep-reinforcement-learning#educational-resource

Juanpe/SkeletonView

An elegant way to show loading states and prepare users for the content they're awaiting in iOS apps.

12.9K
Archived
Swift
Animation & Motion
Swift
#animation#loading#placeholder

vicc/chameleon

A Swift & Objective-C color framework that supports gradients, hex codes, and extracting colors from images.

12.4K
Archived
Objective-C
Animation & Motion
Swift
#colors#gradients#hex-codes

thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library for vibe coders building AI-powered applications.

10.3K
Stable
Python
RL Frameworks
PyTorch
#reinforcement-learning#deep-learning#ai-tools

EpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes ML pipelines using genetic programming.

10.0K
Stable
Jupyter Notebook
AutoML
scikit-learn
#automated-machine-learning#hyperparameter-optimization#model-selection

WongKinYiu/yolov9

An implementation of the YOLOv9 object detection model, a state-of-the-art computer vision AI.

9.5K
Archived
Python
Computer Vision
Python
#object-detection#deep-learning#computer-vision

MorvanZhou/Reinforcement-learning-with-tensorflow

Simple reinforcement learning tutorials in Python using TensorFlow for AI/ML developers.

9.4K
Archived
Python
Reinforcement Learning
TensorFlow
#reinforcement-learning#tensorflow#machine-learning

vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features.

9.2K
Experimental
Python
PyTorch
#reinforcement-learning#deep-reinforcement-learning#ppo

catboost/catboost

A high-performance gradient boosting library for machine learning tasks on CPUs and GPUs.

8.8K
Active
C++
ML Ops
API Frameworks
Python
#machine-learning#gradient-boosting#decision-trees

utkuozbulak/pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques for deep learning practitioners.

8.2K
Archived
Python
Computer Vision
Testing
PyTorch
#cnn-visualization#gradient-visualization#saliency

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

simeydotme/pokemon-cards-css

A collection of advanced CSS styles to create realistic-looking effects for Pokemon card faces.

7.4K
Stable
CSS
Animation & Motion
CSS Frameworks
Svelte
#css#animation#pokemon

interpretml/interpret

Interpret is a framework for fitting interpretable machine learning models and explaining black-box models.

6.8K
Active
C++
Interpretability
CLI Tools
scikit-learn
#ai#machine-learning#interpretability

ghosh/uiGradients

A Vue.js library that provides a collection of beautiful color gradients for design and development projects.

6.0K
Archived
Vue
Animation & Motion
Icons & Assets
Vue
#css#design#gradients

gorgonia/gorgonia

Gorgonia is a Go library that helps facilitate machine learning and deep learning development.

5.9K
Archived
Go
LLM Frameworks
API Frameworks
#artificial-intelligence#machine-learning#deep-learning

argyleink/open-props

A collection of CSS custom properties to help accelerate adaptive and consistent design.

5.3K
Active
HTML
Animation & Motion
CSS Frameworks
React
#css#css-properties#design-system

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