--- id: "/science-medicine/beginner/page/5/" title: "Science & medicine for beginner learners · page 5" url: "https://skillissue.dev/science-medicine/beginner/page/5/" --- # Science & medicine for beginner learners [Beginner](/science-medicine/beginner/index.md) [Intermediate](/science-medicine/intermediate/index.md) [Advanced](/science-medicine/advanced/index.md) [Expert](/science-medicine/expert/index.md) 149 resources · page 5 of 5 - ### [SpyTorch](/frontier/research-feeds/spytorch-spiking-nns-tutorial/index.md) by [Friedemann Zenke](https://fzenke.net) SpyTorch GitHub repo: tutorial on surrogate gradient learning in spiking neural networks. entity repo West en - ### [State Council Opinions on Deepening the "AI+" Action (国务院关于深入实施"人工智能+"行动的意见)](/frontier/research-feeds/state-council-opinions-on-deepening-the-ai-action/index.md) by [State Council of the People's Republic of China](https://www.gov.cn/) China State Council opinions (August 2025) on deepening the AI+ action across the economy. entity standard-policy China zh - ### [TerraTorch](/frontier/research-feeds/terratorch/index.md) by [TorchGeo](https://torchgeo.org/) TerraTorch GitHub repo: toolkit for fine-tuning geospatial foundation models. entity repo Global en - ### [The Well dataset](/frontier/research-feeds/the-well-dataset/index.md) by [Polymathic AI](https://polymathic-ai.org) Polymathic AI The Well GitHub repo: 15TB collection of physics simulation datasets for machine learning. entity repo West en - ### [TorchANI](/frontier/research-feeds/torchani/index.md) by [AIQM](https://github.com/aiqm) TorchANI GitHub repo: library for training and using ANI neural network potentials for molecules. entity repo US; international en - ### [TxGNN](/frontier/research-feeds/txgnn/index.md) by [Artificial Intelligence for Medicine and Science @ Harvard Zitnik Lab](https://zitniklab.hms.harvard.edu) Harvard TxGNN GitHub repo: graph model for zero-shot prediction of drug repurposing. entity repo US en - ### [UNI (Mahmood Lab) pathology foundation model](/frontier/research-feeds/uni-mahmood-lab-pathology-foundation-model/index.md) by [Mahmood Lab @ Harvard/MGB](https://www.mahmoodlab.org) Mahmood Lab UNI GitHub repo: pathology foundation model (Nature Medicine) with weights and embeddings. entity model US en - ### [Uni-Mol](/frontier/research-feeds/uni-mol/index.md) by [DeepModeling](https://deepmodeling.com) Uni-Mol GitHub repo (DP Technology): 3D molecular pretraining models for property prediction and docking. entity model China en - ### [Wildlife Insights](/frontier/research-feeds/wildlife-insights/index.md) by [Wildlife Insights](https://wildlifeinsights.org/) Wildlife Insights: platform using machine learning to identify species in camera-trap images for conservation. entity company Global en - ### [Zooniverse](/frontier/research-feeds/zooniverse/index.md) by [Zooniverse](https://zooniverse.org/) Zooniverse: citizen-science platform whose volunteer labels support research projects and train ML models. entity company UK/Global mul - ### [CityLearn: Your first simulation](/frontier/research-feeds/building-hvac-storage-control-citylearn-quickstart-verified-free-simulation-tuto/index.md) by [CityLearn (Intelligent Environments Lab, UT Austin)](https://www.citylearn.net/) CityLearn quickstart: tutorial for running a first building-energy simulation for reinforcement-learning control. Beginner learning_resource course Global en - ### [Getting Started with PyHealth](/frontier/research-feeds/clinical-ehr-mortality-prediction-getting-started-with-pyhealth-verified-free-tu/index.md) by [PyHealth project (Sunlab, UIUC)](https://github.com/sunlabuiuc/PyHealth) PyHealth getting-started guide for building and evaluating healthcare AI models on EHR data. Beginner learning_resource guide West en - ### [AI achieves silver-medal standard solving International Mathematical Olympiad problems (Google DeepMind)](/frontier/research-feeds/deepmind-blog-ai-solves-imo-problems-at-silver-medal-level-2024/index.md) by [Google DeepMind](https://deepmind.google/) Google DeepMind post on AlphaProof and AlphaGeometry 2 reaching silver-medal level at IMO 2024. Beginner learning_resource guide UK en - ### [DeepChem: An Introduction to MoleculeNet](/frontier/research-feeds/drug-discovery-molecular-property-prediction-deepchem-an-introduction-to-molecul/index.md) by [DeepChem](https://deepchem.io/) DeepChem tutorial introducing MoleculeNet datasets for molecular property prediction in drug discovery. Beginner learning_resource guide Global en - ### [Khanmigo](/frontier/research-feeds/education-tutoring/index.md) by [Khan Academy](https://www.khanacademy.org/) Khanmigo: Khan Academy's AI tutor and teaching assistant for students and teachers. Beginner–Intermediate learning_resource course US en - ### [matminer examples: Predicting bulk modulus](/frontier/research-feeds/materials-elastic-property-prediction-matminer-introduction-predicting-bulk-modu/index.md) by [Hacking Materials Research Group](https://hackingmaterials.lbl.gov) Matminer example notebook predicting materials bulk modulus with machine learning. Beginner learning_resource guide - ### [Mathematics for Machine Learning](/frontier/research-feeds/mathematics-for-machine-learning/index.md) by [mml-book](https://www.mml-book.com) Mathematics for Machine Learning book site by Deisenroth, Faisal and Ong, with free PDF on linear algebra, calculus and probability. Beginner learning_resource guide UK; Australia; international en - ### [MIT 18.06 Linear Algebra (Strang)](/frontier/research-feeds/mit-18-06-linear-algebra-strang/index.md) by [MIT OpenCourseWare](https://ocw.mit.edu/) MIT OpenCourseWare 18.06 Linear Algebra by Gilbert Strang, with video lectures, notes and problem sets. Beginner learning_resource course US en - ### [armory-library: Getting Started](/frontier/research-feeds/open-defence-research-perception-robustness-assurance-armory-library-getting-sta/index.md) by [Two Six Technologies](https://www.twosixtech.com) Armory-library getting-started guide: Python library for evaluating adversarial robustness of ML models. Beginner learning_resource guide US en - ### [robomimic: Getting Started](/frontier/research-feeds/robot-arm-imitation-learning-robomimic-getting-started-verified-free-simulated-m/index.md) by [robomimic](https://github.com/robomimic) robomimic getting-started guide with a quickstart notebook for training imitation-learning policies on robot arms. Beginner learning_resource docs US/global en - ### [Introduction to TorchGeo](/frontier/research-feeds/satellite-land-cover-segmentation-introduction-to-torchgeo-verified-free-geospat/index.md) by [TorchGeo project](https://github.com/microsoft/torchgeo) TorchGeo introductory tutorial on loading geospatial datasets and training land-cover segmentation models. Beginner learning_resource guide US/global en [Previous page](/science-medicine/beginner/page/4/index.md) [Plain-text Markdown copy](/science-medicine/beginner/page/5/index.md)