What happened in open-source AI this year, and what’s next?
Explore tradeoffs between privacy and fairness in machine learning models
Display a treemap of languages and datasets
Analyze and visualize car data
Display and analyze PyTorch Image Models leaderboard
Evaluate diversity in data sets to improve fairness
Browse and explore datasets from Hugging Face
More advanced and challenging multi-task evaluation
View and compare pass@k metrics for AI models
Browse LLM benchmark results in various categories
Transfer GitHub repositories to Hugging Face Spaces
Create detailed data reports
Generate plots for GP and PFN posterior approximations
Open Source AI Year In Review 2024 is a comprehensive data visualization tool designed to help users explore and analyze developments in open-source AI throughout the year 2024. It provides an interactive and customizable platform to track advancements, trends, and key milestones in the open-source AI ecosystem. Whether you're a researcher, developer, or enthusiast, this tool offers insights into what happened in open-source AI this year and what’s next.
• AI Insights by Day: Browse through daily updates and insights on open-source AI advancements.
• Customizable Filters: Filter data by specific AI domains, tools, or technologies to focus on areas of interest.
• Community Contributions: Track contributions from the open-source community, including popular repositories and active contributors.
• Trend Analysis: Identify emerging trends and patterns in open-source AI adoption and development.
• Interactive Visualizations: Explore data through interactive charts, graphs, and maps.
• Export Capabilities: Export data and visualizations for further analysis or reporting.
What is included in the daily AI insights?
The daily AI insights provide a summary of key developments, new releases, and community activity in open-source AI for each day in 2024.
How can I filter trends by specific technologies?
Use the customizable filters section to select specific technologies or domains you’re interested in. The tool will display relevant trends and data points.
Can I export the data for further analysis?
Yes, Open Source AI Year In Review 2024 allows you to export data in formats such as CSV or JSON, as well as download visualizations as images or PDFs.