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HHMI Janelia Research Campus
- https://mouseland.github.io
- @computingnature@neuromatch.social
Stars
Image transformation, compression, and decompression codecs
Interactive 2D scatter plot widget for Jupyter Lab and Notebook. Scales to millions of points!
tools for finding discrete bright spots in images (for multiplexed FISH, includes background subtraction, deconv, and blob detection)
Multi-platform, free open source software for visualization and image computing.
Derotate images acquired via 2-photon or 3-photon calcium imaging
A lean and kind Open Microscopy Environment (OME) Next Generation File Format (NGFF) Zarr implementation.
3D/4D volumetric rendering of microscopy data
Tools for distributed alignment of massive images
Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.
Schedule-Free Optimization in PyTorch
StarDist - Object Detection with Star-convex Shapes
A Python module for accessing Hamamatsu DCIMG files
Neuropixels trajectory explorer with the Allen CCF mouse atlas
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
An automatic deep learning algorithm for spot detection in fluorescence microscopy images.
A Fiji/ImageJ plugin to generate ROIs from label images, allowing ROI erosion and quantification
Train Alexnet with grayscale imagenet
Multichannel time series lossless compression in pure Python based on NumPy and zlib
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Provides an uniform layer to support PyQt5, PySide2, PyQt6, PySide6 with a single codebase
Python-based module for extracting from, converting between, and handling optical imaging data from several file formats. Inspired by SpikeInterface.