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PytorchConnectomics

2 indexed repositories · View on GitHub

em_erl
Evaluation script for expected run length (ERL)

Python · 4 stars
pytc-client

Python · 2 stars

Beginner friendly Everything

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Improvement: Integrate the training and inference prompt context into markdown files for RAG Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

PytorchConnectomics/pytc-client#138 · Opened Apr 10, 2026
feature: Allow commands to be run in user's shell Open

PytorchConnectomics/pytc-client#133 · 1 assignee · Opened Mar 20, 2026
Model Inference: “Select Directory” cannot select checkpoint file (checkpoint_best.pth) Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

PytorchConnectomics/pytc-client#126 · Opened Mar 8, 2026
[Feat] Implement Data Annotation & Project Management System Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

PytorchConnectomics/pytc-client#125 · 1 comment · Opened Mar 2, 2026
Improvement: Cannot load datasets containing large numbers of 2D files Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

PytorchConnectomics/pytc-client#124 · Opened Feb 20, 2026
Improvement: File thumbnails do not match the corresponding filenames in “Select File” dialog Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

PytorchConnectomics/pytc-client#123 · Opened Feb 20, 2026
Improvement: Preset YAML dropdown does not display full file names Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

PytorchConnectomics/pytc-client#122 · Opened Feb 20, 2026
initial deployed MVPs Open

high priority

PytorchConnectomics/pytc-client#115 · 1 comment · 1 assignee · Opened Feb 10, 2026
bug: can't start training without uploading yaml, even if preset selected Open

high priority

Difficulty 3/5 1-2 days Newbie friendliness 45/100

PytorchConnectomics/pytc-client#113 · Opened Feb 9, 2026
bug: one example of a yaml file not auto-populating config Open

high priority

PytorchConnectomics/pytc-client#110 · 1 comment · 1 assignee · Opened Feb 6, 2026
improvement: model training and model inference pages Open

high priority

PytorchConnectomics/pytc-client#109 · 4 comments · 1 assignee · Opened Feb 6, 2026
improvement: gpu interfacing on training and inference Open

medium priority

PytorchConnectomics/pytc-client#102 · 3 comments · 1 assignee · Opened Feb 3, 2026
improvement: make project context -> agent editable to user Open

low priority

Difficulty 5/5 Over a week Newbie friendliness 35/100

PytorchConnectomics/pytc-client#101 · Opened Feb 3, 2026
improvement: project management agent should be able to run commands and/or spawn tasks Open

low priority

Difficulty 5/5 Over a week Newbie friendliness 25/100

PytorchConnectomics/pytc-client#98 · Opened Feb 3, 2026
bug: SynAnno module runs into ambiguous error on startup Open

low priority

Difficulty 4/5 3-5 days Newbie friendliness 25/100

PytorchConnectomics/pytc-client#97 · Opened Feb 3, 2026
bug: tensorboard module not functional Open

low priority

Difficulty 5/5 Over a week Newbie friendliness 20/100

PytorchConnectomics/pytc-client#96 · Opened Feb 3, 2026
feature: natural language to initial workflow config Open

low priority

Difficulty 5/5 Over a week Newbie friendliness 25/100

PytorchConnectomics/pytc-client#95 · Opened Feb 3, 2026
minor: color to encode different agents Open

low priority

Difficulty 3/5 1-2 days Newbie friendliness 35/100

PytorchConnectomics/pytc-client#93 · Opened Feb 3, 2026
feature: task-wise agents Open

low priority

Difficulty 5/5 Over a week Newbie friendliness 25/100

PytorchConnectomics/pytc-client#92 · Opened Feb 3, 2026
feature/bug: mask creation/save starting with no prior mask Open

medium priority

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PytorchConnectomics/pytc-client#90 · Opened Feb 3, 2026
feature: effective progress tracking visualization Open

low priority

Difficulty 5/5 Over a week Newbie friendliness 20/100

PytorchConnectomics/pytc-client#89 · 1 comment · Opened Feb 3, 2026
bug: not all YAML files from PyTorch Connectomics loading in Open

medium priority

Difficulty 4/5 3-5 days Newbie friendliness 30/100

PytorchConnectomics/pytc-client#86 · Opened Feb 3, 2026
feature : Add proprietary support for directory-based 2D image stacks across all workflows Open

low priority

Difficulty 4/5 3-5 days Newbie friendliness 35/100

PytorchConnectomics/pytc-client#85 · Opened Feb 3, 2026
improvement: Add support for NIfTI (`.nii` / `.nii.gz`) files across visualization and model workflows Open

low priority

Difficulty 5/5 Over a week Newbie friendliness 30/100

PytorchConnectomics/pytc-client#84 · Opened Feb 3, 2026
link for the FFN segmentation in the test folder Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

PytorchConnectomics/em_erl#1 · Opened Nov 4, 2024

PytorchConnectomics

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