Science & medicine for intermediate learners
170 resources · page 5 of 6
SpyTorch
SpyTorch GitHub repo: tutorial on surrogate gradient learning in spiking neural networks.
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)
by State Council of the People's Republic of China
China State Council opinions (August 2025) on deepening the AI+ action across the economy.
TerraTorch
by TorchGeo
TerraTorch GitHub repo: toolkit for fine-tuning geospatial foundation models.
The Well dataset
Polymathic AI The Well GitHub repo: 15TB collection of physics simulation datasets for machine learning.
TorchANI
by AIQM
TorchANI GitHub repo: library for training and using ANI neural network potentials for molecules.
TxGNN
by Artificial Intelligence for Medicine and Science @ Harvard Zitnik Lab
Harvard TxGNN GitHub repo: graph model for zero-shot prediction of drug repurposing.
UNI (Mahmood Lab) pathology foundation model
Mahmood Lab UNI GitHub repo: pathology foundation model (Nature Medicine) with weights and embeddings.
Uni-Mol
by DeepModeling
Uni-Mol GitHub repo (DP Technology): 3D molecular pretraining models for property prediction and docking.
Wildlife Insights
Wildlife Insights: platform using machine learning to identify species in camera-trap images for conservation.
Zooniverse
by Zooniverse
Zooniverse: citizen-science platform whose volunteer labels support research projects and train ML models.
Khanmigo
by Khan Academy
Khanmigo: Khan Academy's AI tutor and teaching assistant for students and teachers.
AASV abstract: AI and machine learning in veterinary medicine
by American Association of Swine Veterinarians (AASV)
AASV abstract giving a regulatory perspective on AI and machine learning in veterinary medicine.
AIRI report 2024 (EN PDF)
by AIRI (Artificial Intelligence Research Institute)
AIRI 2024 annual report (PDF) describing the Russian AI institute's research groups and results.
AI achieves silver-medal standard solving International Mathematical Olympiad problems (AlphaProof)
Google DeepMind post on AlphaProof and AlphaGeometry 2 solving International Mathematical Olympiad problems at silver-medal level.
Amazon Science blog
Amazon Science blog with research posts and papers from Amazon scientists on machine learning and AI.
BirdNET
by K. Lisa Yang Center for Conservation Bioacoustics (Cornell Lab of Ornithology)
BirdNET site from Cornell: AI tool for identifying bird species from sound recordings.
Cellpose
by Stringer and Pachitariu labs (HHMI Janelia)
Cellpose site: deep-learning tool for cell segmentation in microscopy images, with models and tutorials.
Climate Change AI tutorials
Climate Change AI tutorials pairing machine-learning methods with concrete climate problems, with notebooks.
NASA ProgPy: Modeling and Sim Guide
by NASA
NASA ProgPy guide to building and simulating prognostics models for component degradation.
Datawhale pumpkin-book 南瓜书
by Datawhale
Datawhale Pumpkin Book: Chinese companion with step-by-step derivations of the formulas in Zhou Zhihua's Machine Learning textbook.
DeepChem
by DeepChem
DeepChem site: open-source library and tutorials for deep learning in chemistry, biology and materials science.
Earth Engine machine learning
by Google
Google Earth Engine guide to its built-in machine-learning APIs for classifying and regressing satellite data.
ECMWF AIFS
by European Centre for Medium-Range Weather Forecasts (ECMWF)
ECMWF page on AIFS, its operational machine-learning weather forecasting system, with model versions and open data access.
Grid2Op getting started: small example notebook
by Grid2Op
Grid2Op small-example notebook showing how to simulate power-grid control with agents.
Equational Theories Project (Tao et al.)
by teorth
Terence Tao's Equational Theories Project: crowdsourced and automated-prover mapping of implications between equational laws.
exoplanet-ml: AstroNet
Google Research AstroNet README: training and evaluating a neural network that classifies exoplanet transits.
FutureHouse
by FutureHouse
FutureHouse research page: publications and tools from the non-profit building AI agents for scientific research.
Google AMIE
Google Research post on AMIE, a research AI system for diagnostic medical reasoning and patient conversations.
IBM Granite time-series cookbook
IBM Granite time-series cookbook GitHub repo: notebooks on forecasting, fine-tuning and evaluation with Granite time-series models.
Anomalib in 15 Minutes
by Anomalib project (Open Edge Platform)
Anomalib 15-minute tutorial: training a model to detect visual anomalies in a dataset.
Mathlib overview
Mathlib overview page mapping which areas of mathematics are formalised in the Lean mathlib library.
WHO: Ethics and governance of AI for health
WHO guidance on ethics and governance of large multimodal models in health.