--- id: "/frontier/beginner/page/10/" title: "Frontier for beginner learners · page 10" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/frontier/beginner/page/10/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Frontier for beginner learners [Beginner](/frontier/beginner/index.md) [Intermediate](/frontier/intermediate/index.md) [Advanced](/frontier/advanced/index.md) [Expert](/frontier/expert/index.md) 474 resources · page 10 of 15 - ### [NVIDIA Parakeet TDT 0.6B v3](/frontier/model-releases/nvidia-parakeet-tdt-0-6b-v3/index.md) 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](/frontier/research-feeds/open-climate-fix/index.md) 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](/frontier/research-feeds/open-climate-fix-pvnet/index.md) 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](/frontier/research-feeds/open-x-embodiment-rt-x/index.md) 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](/frontier/model-releases/open3d-ml/index.md) 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](/frontier/research-feeds/opencrispr-research-repository/index.md) 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](/frontier/research-feeds/opendrivelab/index.md) 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](/frontier/research-feeds/openfold/index.md) 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)](/frontier/model-releases/openmoss-fudan/index.md) 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](/frontier/research-feeds/openpi/index.md) 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](/frontier/research-feeds/openpilot/index.md) 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](/frontier/research-feeds/openvla/index.md) 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](/frontier/research-feeds/original-pinns-implementation/index.md) 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)](/frontier/research-feeds/pangu-weather-huawei/index.md) 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)](/frontier/research-feeds/pdearena-microsoft/index.md) 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](/frontier/policy-and-governance/peng-cheng-laboratory/index.md) 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](/frontier/research-feeds/periodic-labs/index.md) 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)](/frontier/policy-and-governance/personal-productivity/index.md) 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](/frontier/research-feeds/phiflow/index.md) 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](/frontier/research-feeds/physical-intelligence/index.md) 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](/frontier/research-feeds/physical-intelligence-research/index.md) 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](/frontier/research-feeds/physionet-mimic-iv/index.md) 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)](/frontier/model-releases/pika-labs-official-x/index.md) 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](/frontier/model-releases/pixal3d/index.md) 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](/frontier/model-releases/pixverse/index.md) 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)](/frontier/research-feeds/plantvillage-penn-state/index.md) 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](/frontier/model-releases/podcast-speech-denoising-deepfilternet-usage-verified-free-code-documented-cli-a/index.md) 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](/frontier/policy-and-governance/policycn-ai-education-guidance-commentary/index.md) 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](/frontier/research-feeds/policyengine-mcp-server/index.md) 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](/frontier/research-feeds/polymathic-ai/index.md) 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)](/frontier/research-feeds/polymathic-ai-the-well/index.md) 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](/frontier/research-feeds/powergridworld/index.md) Creator not supplied; see original source. NREL PowerGridworld GitHub repo: lightweight framework for multi-agent RL simulation of power systems. 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