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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

Visualize-ML/Book7_Visualizations-for-Machine-Learning

A Jupyter Notebook repository that provides visualizations and explanations for machine learning concepts and algorithms.

3.2K
Stable
Jupyter Notebook
Machine Learning Algorithms
Books & Guides
#machine-learning#data-science#visualization

louisfb01/best_AI_papers_2022

A curated list of the latest AI breakthroughs in 2022 with explanatory videos, articles, and code.

3.2K
Archived
LLM Frameworks
Tutorials & Courses
#ai#artificial-intelligence#machine-learning

carykh/jumpcutter

An open-source Python script that automatically edits video by detecting and removing silent sections.

3.1K
Archived
Python
Computer Vision
CLI Tools
Python
#video-editing#computer-vision#automation

brianway/springmvc-mybatis-learning

This is a learning repository for SpringMVC and MyBatis, providing examples and explanations of basic concepts, usage, and configurations.

3.0K
Archived
Java
Backend Frameworks
API Frameworks
Spring
#springmvc#mybatis#java

louisfb01/best_AI_papers_2021

A curated list of the latest AI research papers from 2021 with explanations and code samples

2.9K
Archived
LLM Frameworks
Tutorials & Courses
Python
#ai#research-papers#machine-learning

TeamHG-Memex/eli5

A Python library for inspecting and explaining machine learning models and their predictions.

2.8K
Active
Jupyter Notebook
Inspection
Debugging
Python
#machine-learning#explainability#inspection

Trusted-AI/AIF360

A comprehensive set of fairness metrics and algorithms to detect and mitigate bias in AI/ML models and datasets.

2.8K
Stable
Python
Bias Detection
Bias Mitigation
Python
#fairness#bias-detection#bias-mitigation

yao62995/tensorflow

A repository containing a visual explanation of the TensorFlow source code for developers.

2.2K
Archived
LLM Frameworks
#tensorflow#machine-learning#deep-learning

dtolnay/rust-quiz

A repository containing medium to hard Rust coding challenges with explanations, useful for learning Rust.

1.9K
Stable
Rust
Coding Challenges
CLI Tools
#rust#coding-challenges#explanations

ramprs/grad-cam

Grad-CAM is a deep learning visualization technique for interpreting and explaining CNN-based models.

1.6K
Archived
Lua
Computer Vision
Documentation
Lua
#convolutional-neural-networks#deep-learning#interpretability

ashutosh1206/Crypton

A comprehensive cryptography library with implementations and challenges for security researchers and CTF participants.

1.6K
Archived
Python
Security Research
Coding Challenges
#cryptanalysis#cryptography#ctf

MoyanZitto/keras-cn

A Chinese-language Keras documentation with more examples, explanations, and tips for developers.

1.6K
Archived
LLM Frameworks
Tutorials & Courses
TensorFlow
#machine-learning#deep-learning#keras

Rafase282/My-FreeCodeCamp-Code

This is a repository containing code from a developer's journey through the FreeCodeCamp bootcamp, focused on JavaScript.

1.5K
Archived
JavaScript
Tutorials & Courses
Frontend Frameworks
JavaScript
#javascript#freecodecamp#tutorial

wuduhren/leetcode-python

A collection of LeetCode solutions and interview preparation resources for software engineers.

1.5K
Archived
Python
Coding Challenges
Interview Prep
Python
#algorithms#data-structures#interview-preparation

interpretml/DiCE

Generate diverse counterfactual explanations for machine learning models.

1.5K
Experimental
Python
React
#counterfactual-explanations#explainable-ai#machine-learning

mtolhuys/laravel-schematics

A Laravel package that provides a visual diagram of your models and relations to help build your app.

1.5K
Archived
Vue
Component Libraries (Vue/Svelte)
API Frameworks
Laravel
#laravel#diagrams#drag-and-drop

joshwcomeau/waveforms

An interactive, explorable explanation about the peculiar magic of sound waves using React and SVG.

1.5K
Archived
JavaScript
Animation & Motion
Charts & Visualization
React
#animation#svg#visualization

TIGER-AI-Lab/TheoremExplainAgent

A Python library for creating video-based multimodal explanations for LLM theorem understanding.

1.5K
Experimental
Python
LLM Frameworks
Agents & Orchestration
#llm#explanation#video

ModelOriented/DALEX

A Python library for interpretable and explainable machine learning model analysis and visualization.

1.5K
Active
Python
Explainable AI
Machine Learning
Python
#explainable-ai#model-interpretation#model-analysis

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