Repository Index

1,324-exercise fitness dataset — animation GIFs, 180×180 thumbnails, muscle-group & equipment data, and step-by-step instructions in 6 languages. The exercise data layer behind the LogPress app.

• fitness
• fitness-app
• dataset
• exercise-database

A MNIST-like fashion product database. Benchmark :point_down:

• mnist
• deep-learning
• benchmark
• machine-learning

AI Observability & Evaluation

• llmops
• ai-monitoring
• ai-observability
• llm-eval

pix2code: Generating Code from a Graphical User Interface Screenshot

• deep-learning
• datasets
• deep-neural-networks
• front-end-development

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

• weak-supervision
• data-cleaning
• data-quality
• noisy-labels

An open source multi-tool for exploring and publishing data

• sqlite
• python
• datasets
• json

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

• webassembly
• data-visualization
• real-time
• analytics

Refine high-quality datasets and visual AI models

• machine-learning
• artificial-intelligence
• deep-learning
• computer-vision

Open source annotation tool for machine learning practitioners.

• natural-language-processing
• machine-learning
• annotation-tool
• python

Techniques for deep learning with satellite & aerial imagery

• deep-learning
• deep-neural-networks
• satellite-imagery
• pytorch

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

• deep-learning
• text-to-speech
• python
• pytorch

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

• machine-learning
• python
• statistics
• data-science

Browser compatibility data for Web technologies as displayed on MDN

• compatibility
• compat
• data
• dataset

Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and govern every agent & coding assistant in the company.

• ai
• analytics
• datasets
• evaluation

N-D labeled arrays and datasets in Python

• python
• netcdf
• numpy
• pandas

Up to 100x faster strings for C, C++, CUDA, Python, Rust, Swift, JS, & Go, leveraging NEON, AVX2, AVX-512, SVE, GPGPU, & SWAR to accelerate search, hashing, sorting, edit distances, sketches, and memory ops 🦖

• simd
• dataset
• string
• string-manipulation

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

• machine-learning
• deep-learning
• lstm
• human-activity-recognition

Visualize and compare datasets, target values and associations, with one line of code.

• pandas-dataframe
• eda
• pandas
• data-exploration

Large list of handpicked color names 🌈

• colors
• color
• naming
• colour

A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

• logs
• unstructured-logs
• log-analysis
• log-parsing

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

• ai
• fairness-ai
• fairness
• fairness-testing

Colour Science for Python

• color
• color-science
• color-space
• color-spaces

Windows Events Attack Samples

• threat-hunting
• evtx
• windows-security
• mitre-attack

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

• computer-vision
• annotate-images
• entity-recognition
• desktop