Repository Index

A deep learning package for many-body potential energy representation and molecular dynamics

• deep-learning
• molecular-dynamics
• deepmd
• lammps

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

• chatbot
• clip
• computer-vision
• dino

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

• yolov4
• scaled-yolov4
• yolov4-csp
• darknet

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis

• network-analysis
• spatial-analysis
• geographical-information-system
• graph-neural-networks

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

• kmer
• dnabert-model
• kmer-format
• gpu

Code repository for "TrackEverything: Long Horizon Dense Tracking via De-Duplicating 3D Scene Representations"

• 3d-point-tracking
• point-tracking

Learning Heterogeneous Tactile Representation for General Dexterous Manipulation

Implementation for PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation (CVPR 2020)

The PASS dataset: pretrained models and how to get the data

• computer-vision
• self-supervised-learning
• representation-learning

Builds json representation of PDF malware sample