fzimmermann89

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

ml-engineering

Machine Learning Engineering Open Book

tianshou

An elegant PyTorch deep reinforcement learning library.

adaptive

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

StableDiffusionReconstruction

Takagi and Nishimoto, CVPR 2023

lovely-tensors

Tensors, ready for human consumption

pix2pix-zero

Zero-shot Image-to-Image Translation [SIGGRAPH 2023]

mind-vis

Code base for MinD-Vis

efficient-dl-systems

Efficient Deep Learning Systems course materials (HSE, YSDA)

websheets

A ready-to-use component for spreadsheets in the browser

MONeT

MONeT framework for reducing memory consumption of DNN training

pytorch-mutual-information

Mutual Information in Pytorch

turm

TUI for the Slurm Workload Manager

active-mri-acquisition

Active Acquisition for fastMRI

MRTwin_pulseq

OptimalGradCheckpointing

multitask

spreco

mrpro

MR image reconstruction and processing

python-line-profiler

A Python line profiler extension for vscode.

AutoDiffPulses

PyTorch auto-differentiation based MRI pulse design.

LearningRegularizationParameterMaps

MAPLE

Colab implementation for Accelerated MR Parameter Mapping with Scan-specific Unsupervised Networks

GenerativeCRB

This repository contains a python package that computes the Generative Cram'er-Rao Bound given a Conditional Normalizing Flow. In addition, this repository contains a set of four examples of various types of signal processing examples.

MRphy.py

Basic tools for MR simulation, infrastructure of arXiv:2008.10594 / tmi.2021.3083104

qmr-py

Lightweight library for MR parameter mapping from scanner-reconstructed contrast-weighted images.

example-sinusoid

Learn to fit a simple sinusoid 🌊

A-LIKNet

CMRxRecon-Task1-Valid