Frontier for beginner learners

474 resources · page 10 of 15

• NVIDIA Parakeet TDT 0.6B v3

  Creator not supplied; see original source.

  Hugging Face model card for nvidia/parakeet-tdt-0.6b-v3, NVIDIA's 0.6B Parakeet multilingual speech recognition model, with weights, usage and license details.

  Not applicable (entity) · unknown · unknown resource · mul

• Open Climate Fix

  Creator not supplied; see original source.

  Open Climate Fix GitHub organisation: open-source solar generation forecasting and climate ML code.

  Not applicable (entity) · unknown · unknown resource · en

• Open Climate Fix PVNet

  Creator not supplied; see original source.

  Open Climate Fix PVNet GitHub repo: training and live running of a solar PV generation forecasting model.

  Not applicable (entity) · unknown · unknown resource · en

• Open X-Embodiment / RT-X

  Creator not supplied; see original source.

  Open X-Embodiment project page: pooled robot-learning datasets from many robot types and the RT-X models trained on them.

  Not applicable (entity) · unknown · unknown resource · en

• Open3D-ML

  Creator not supplied; see original source.

  Open3D-ML GitHub repo: extension of Open3D for 3D machine learning tasks with models and datasets.

  Not applicable (entity) · unknown · unknown resource · en

• OpenCRISPR

  Creator not supplied; see original source.

  Profluent OpenCRISPR GitHub repo: AI-generated gene editing systems such as OpenCRISPR-1.

  Not applicable (entity) · unknown · unknown resource · en

• OpenDriveLab

  Creator not supplied; see original source.

  OpenDriveLab GitHub organisation (University of Hong Kong): code for autonomous driving and robotics research.

  Not applicable (entity) · unknown · unknown resource · en

• OpenFold

  Creator not supplied; see original source.

  AQ Laboratory OpenFold GitHub repo: trainable PyTorch reproduction of AlphaFold 2.

  Not applicable (entity) · unknown · unknown resource · en

• OpenMOSS (Fudan)

  Creator not supplied; see original source.

  OpenMOSS GitHub organisation (Shanghai Innovation Institute and Fudan): MOSS, MOSS-TTSD and SpeechGPT code.

  Not applicable (entity) · unknown · unknown resource · en

• openpi

  Creator not supplied; see original source.

  Physical Intelligence openpi GitHub repo: open-source robot foundation models and packages such as π0.

  Not applicable (entity) · unknown · unknown resource · en

• openpilot

  Creator not supplied; see original source.

  comma.ai openpilot GitHub repo: open-source driver assistance software for supported cars.

  Not applicable (entity) · unknown · unknown resource · en

• OpenVLA

  Creator not supplied; see original source.

  OpenVLA project page: open-source vision-language-action model for robot manipulation.

  Not applicable (entity) · unknown · unknown resource · und

• Original PINNs implementation

  Creator not supplied; see original source.

  PINNs GitHub repo (Maziar Raissi): original physics-informed neural networks code for solving and discovering PDEs.

  Not applicable (entity) · unknown · unknown resource · en

• Pangu-Weather (Huawei)

  Creator not supplied; see original source.

  Pangu-Weather GitHub repo: official Huawei implementation and weights for medium-range weather forecasting.

  Not applicable (entity) · unknown · unknown resource · en

• PDEArena (Microsoft)

  Creator not supplied; see original source.

  PDEArena GitHub repo (Microsoft): code for generalised neural PDE surrogate modelling.

  Not applicable (entity) · unknown · unknown resource · en

• Peng Cheng Laboratory

  Creator not supplied; see original source.

  Peng Cheng Laboratory site in Chinese: Chinese national laboratory for AI and computing infrastructure.

  Not applicable (entity) · unknown · unknown resource · zh

• Periodic Labs

  Creator not supplied; see original source.

  Periodic Labs: company using AI and autonomous labs for materials science discovery.

  Not applicable (entity) · unknown · unknown resource · en

• One Useful Thing (Ethan Mollick)

  Creator not supplied; see original source.

  Ethan Mollick's One Useful Thing newsletter on the implications of AI for work, education and life.

  Not applicable (entity) · unknown · unknown resource · en

• PhiFlow

  Creator not supplied; see original source.

  TUM PhiFlow GitHub repo: differentiable PDE solving framework for machine learning.

  Not applicable (entity) · unknown · unknown resource · en

• Physical Intelligence

  Creator not supplied; see original source.

  Physical Intelligence: company building general-purpose robot foundation models such as π0.

  Not applicable (entity) · unknown · unknown resource · en

• Physical Intelligence research

  Creator not supplied; see original source.

  Physical Intelligence research page: papers on robot foundation models such as FAST and real-time chunking.

  Not applicable (entity) · unknown · unknown resource · en

• PhysioNet MIMIC-IV

  Creator not supplied; see original source.

  PhysioNet MIMIC-IV: de-identified health records of patients at Beth Israel Deaconess Medical Center for clinical ML research.

  Not applicable (entity) · unknown · unknown resource · en

• @pika_labs (Pika)

  Creator not supplied; see original source.

  X account of Pika: updates on its AI video generation app.

  Not applicable (entity) · unknown · unknown resource · und

• Pixal3D

  Creator not supplied; see original source.

  Top 3D AI listing for TencentARC Pixal3D image-to-3D model with ratings.

  Not applicable (entity) · unknown · unknown resource · en

• PixVerse

  Creator not supplied; see original source.

  PixVerse: AI video generation platform with its own video models (page shown in German).

  Not applicable (entity) · unknown · unknown resource · de

• PlantVillage (Penn State)

  Creator not supplied; see original source.

  PlantVillage site from Penn State: plant-disease image data and AI tools for smallholder farmers.

  Not applicable (entity) · unknown · unknown resource · en

• DeepFilterNet

  Creator not supplied; see original source.

  DeepFilterNet GitHub repo: deep filtering noise suppression for speech audio.

  Not applicable (entity) · unknown · unknown resource · en

• PolicyCN: AI education guidance commentary

  Creator not supplied; see original source.

  PolicyCN commentary on China's AI education guidance for elementary and secondary schools.

  Not applicable (entity) · unknown · unknown resource · en

• PolicyEngine MCP server

  Creator not supplied; see original source.

  PolicyEngine MCP server GitHub repo: gives AI agents access to PolicyEngine tax and benefit calculations.

  Not applicable (entity) · unknown · unknown resource · en

• Polymathic AI

  Creator not supplied; see original source.

  Polymathic AI: research collaboration building foundation models for scientific data across disciplines.

  Not applicable (entity) · unknown · unknown resource · en

• The Well (Polymathic AI)

  Creator not supplied; see original source.

  Polymathic AI's The Well: about 15 TB of physics simulation datasets for training and benchmarking ML surrogate models.

  Not applicable (entity) · unknown · unknown resource · en

• PowerGridworld

  Creator not supplied; see original source.

  NREL PowerGridworld GitHub repo: lightweight framework for multi-agent RL simulation of power systems.

  Not applicable (entity) · unknown · unknown resource · en

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