Derek Pisner's repositories
albert
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
alibi
Algorithms for explaining machine learning models
app-fmriprep
fMRIPrep is a functional magnetic resonance imaging (fMRI) data preprocessing pipeline that is designed to provide an easily accessible, state-of-the-art interface that is robust to variations in scan acquisition protocols and that requires minimal user input, while providing easily interpretable and comprehensive error and output reporting.
black
The uncompromising Python code formatter
dipy
DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.
eddymotion
Open-source eddy-current and head-motion correction for dMRI.
evals
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
fiberfox-wrapper
Docker/Singularity wrapper for MITK Diffusion FiberFox
flwr_serverless
Serverless federated learning using flwr
freesurfer
Neuroimaging analysis and visualization suite
GradientAccumulator
:dart: Accumulated Gradients for TensorFlow 2
influenciae
👋 Influenciae is a Tensorflow Toolbox for Influence Functions
nilearn
Machine learning for NeuroImaging in Python
nlsam
The reference implementation for the Non Local Spatial and Angular Matching (NLSAM) denoising algorithm for diffusion MRI
python-patterns
A collection of design patterns/idioms in Python
quivr
🧠 Your Second Brain supercharged by Generative AI 🧠 Dump all your files and chat with your personal assistant on your files & more using GPT 3.5/4, Private, Anthropic, VertexAI, LLMs...
scikit-learn
scikit-learn: machine learning in Python
scikit-survival
Survival analysis built on top of scikit-learn
vision
Datasets, Transforms and Models specific to Computer Vision
warehouse
Service that allows data warehousing and workfow orchestration