PyTorch

GerPT2bminixhofer/gerpt2

German language versions of GPT-2, trained on the CC-100 corpus and initialized from English GPT-2 weights.

BANetlironui/BANet

A bilateral awareness network combining transformers and convolutions for semantic segmentation of very fine resolution urban scene images.

GermLMtonianelope/Multilingual-BERT

A research project exploring multilingual BERT models for Named Entity Recognition in German and English using the CoNLL-2003 dataset.

Wagtail CLIPMattSegal/wagtail-clip

Add natural language search to Wagtail images using OpenAI's CLIP model.

TextCLalinapetukhova/textcl

A Python package for cleaning text data for NLP tasks, including language filtering, duplicate removal, and outlier detection.

ros2_pytorch_cudaslabban/ros2_pytorch_cuda

A ROS2 template node for running PyTorch C++ models with CUDA support in a Docker environment.

MOFGCNweiba/MOFGCN

A deep learning model that predicts drug response by fusing multi-omics data with graph convolutional networks.

Evaluating German Transformer Language Models with Syntactic Agreement TestsDFKI-NLP/gevalm

A framework for evaluating German transformer language models using syntactic agreement tests.

crdt-mergemgillr/crdt-merge

A CRDT-based merge library that guarantees mathematical convergence for DataFrames, JSON, ML models, and distributed agents.

Empanadavolume-em/empanada

A tool for panoptic segmentation of organelles in 2D and 3D electron microscopy images using deep learning.

lightnlgkasnerz/lightnlg

A minimalistic starter pack for finetuning and interacting with HuggingFace Transformers NLG models using PyTorch Lightning.

ANEEabkmystery/ANEE

A dynamic inference wrapper for Transformer language models that enables per-token layer skipping to reduce computational FLOPs.

drGATinoue0426/drGAT

Attention-based GNN model for predicting drug sensitivity and explaining gene contributions using a drug-cell-gene heterogeneous network.

BindsNETHananel-Hazan/bindsnet

A Python library for simulating spiking neural networks (SNNs) using PyTorch, geared towards biologically inspired machine learning.

/load_coo_contextMjvolk3/torchcell

A PyTorch library providing datasets, transformations, and pretrained models for biological cellular systems.

DGDRPminwoopak/heteronet

A GNN-based deep learning model that performs drug-specific gene selection for improved drug response prediction.

/load_dango_pipelineMjvolk3/torchcell

A PyTorch library providing datasets, transformations, and pretrained models for biological cellular systems.