19 projects
synthesizers
A meta framework for synthetic data generation.
schneiderkamplab-synthcity
Synthetic data generator and evaluator!
syntheval
A package for evaluating synthetic data fidelity on various performance dimensions.
schneiderkamplab-xgbse
Improving XGBoost survival analysis with embeddings and debiased estimators
schneiderkamplab-tsai
Practical Deep Learning for Time Series / Sequential Data library based on fastai & Pytorch
schneiderkamplab-decaf
DEbiasing CAusal Fairness
schneiderkamplab-py-synthpop
Python implementation of the R package synthpop
brainsurgery
swiss army knife of scripts for performing brain surgery on artificial brains.
mlgroom
Groom machine learning job queues.
pdf2imgdocx
Convert multi-page PDFs into Word documents with full-page images.
organoids
A segmentation and area estimation for organoids on microscope images.
mldataforge
swiss army knife of scripts for transforming and processing datasets for machine learning.
detonation
Decouple Torch Network-Aware Training on Interlinked Online Nodes (DeToNATION)
mltiming
A timing context manager for typical ML training.
aimrun
A simple way of integrating aim into MLOps frameworks.
bitlinear
An production-ready implementation of 1.58 bit quantization-aware training and inference.
subprocessing
A subprocess-based reimplementation of parts of Python's multiprocessing library.
LiMiC
Linear-infrastructure Mission Control (LiMiC)
photosdup
Photos Duplicate finder - searches for duplicate or similar images in a (Mac) Photos library.
