Frontier for advanced learners
558 resources · page 18 of 18
SchNet: a deep learning architecture for molecules and materials
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arXiv paper (2017) "SchNet - a deep learning architecture for molecules and materials", using continuous-filter convolutions to predict molecular energies and forces.
SIPRI: AI and emerging military tech
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SIPRI research page on artificial intelligence and its impact on international peace, security and military use.
Sloyd API getting started
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Sloyd API getting-started guide: REST API for generating 3D models from text and images, with create-poll-download examples.
Stability 3D
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Stability AI page on Stable Zero123, a model for generating 3D objects and novel views from a single image.
SUMO
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SUMO documentation: open-source microscopic traffic simulator from DLR, used in traffic-control research.
TD3
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arXiv paper (2018) introducing TD3, addressing function approximation error in actor-critic methods.
Tokamak plasma control with deep RL
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Nature paper (2022) on magnetic control of tokamak plasmas with deep reinforcement learning.
TorchDrug
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TorchDrug: PyTorch library with datasets, models and tutorials for machine learning in drug discovery.
TorchGeo documentation
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TorchGeo documentation: PyTorch library of geospatial datasets, samplers, transforms and pretrained models.
Tripo developer documentation
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Tripo developer documentation: API for generating 3D models from text and images, with authentication and task handling.
VAE (Kingma & Welling)
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arXiv paper (2013) "Auto-Encoding Variational Bayes", introducing the variational autoencoder (VAE).
VARCO 3D 2.0 release documentation
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VARCO 3D 2.0 release notes from NCSOFT describing upgrades to its 3D generation model and benchmark results.
VARCO 3D workflow and MCP guide
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VARCO 3D release note on connecting generation, rigging and animation in custom workflows and agent tools.
Whisper paper
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arXiv paper (2022) introducing Whisper, speech recognition trained on large-scale weakly supervised audio.