First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
25 h
38 outside PRs
MergedShare of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
91%
of 33 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Research Software for Neural Weather Prediction for Limited Area Modeling
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need f
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
A unified framework for machine learning with time series
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neu
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
An MCP (Model Context Protocol) layer that exposes sktime’s native registry and semantics to an LLM
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Hallucination reduction framework for LLMs using RAG, multi-discriminator RL, and automated data pipelines.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Multi-agent framework for autonomously orchestrating scientific workflows in gravitational lensing research, built on Pydantic AI
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Mix-and-match computer vision tools for your animal behaviour analysis
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
A repo for sampling from weather data for renewable energy prediction
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Graphical user interface for the UmetaFlow pipepline for the analysis of metabolomics LC-MS data.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Sentiment Analysis for Audio and video Files Flask App with time stamped sentiment.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Time Series serving (TServe): local inference server for foundation models
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
This activity is based on the speak activity and has more voices using Kokoro, it uses both a SLM and a LLM.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Mostly unanswered
6 outside PRs
Merged
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
78%
of 9 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
1
available
PythonGSoC 2026Slowed down
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
57%
of 30 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2026Slowed down
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
60%
of 10 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
1
available
PythonGSoC 2024Steady
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
79%
of 62 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2026Got faster
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
77%
of 186 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
4
available
PythonGSoC 2024Slowed down
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
86%
of 21 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2026
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
86%
of 7 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2025
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
86%
of 14 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2025Went quiet
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
40%
of 5 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2024
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2026
Updated 9 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonRustJupyter NotebookGSoC 2026
Updated 9 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
43%
of 7 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2026
Updated 9 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonPureBasicGSoC 2026
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonHTMLCSSGSoC 2025Went quiet
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 4 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2026
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2026Went quiet
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 1 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2025
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2025Went quiet
Updated 11 Oct 2026
No recent pull requests
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2025Went quiet
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonRich Text FormatGSoC 2025
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 1 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
MATLABPythonGSoC 2026
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 2 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2025
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2026Went quiet
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
Jupyter NotebookPythonGSoC 2026Went quiet
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonJavaScriptCSSGSoC 2024
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2024Went quiet
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.