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(UTC -04:00) - https://www.issong.net
- https://orcid.org/0000-0001-8732-3256
- https://www.researchgate.net/profile/Insang_Song2
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AI/ML
Old & newEpi-Health
💪🏼GIScience
Also for GISystemsHPC/Cloud
Divide, abridge, tidy up, repeatProgramming
Programming guides & tipsStatistics
Bayesian, Frequentist, ... Associative and causal modelsViz
Inspiring materials, color palettes, etc.Web-based tools
Anything operating on the web, incl. interactive materialsStars
Language: Python
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AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
A collection of learning resources for curious software engineers
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
FauxPilot - an open-source alternative to GitHub Copilot server
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Blender addons to make the bridge between Blender and geographic data
A library for scientific machine learning and physics-informed learning
An open source library and framework for deep learning on satellite and aerial imagery.
A JAX research toolkit for building, editing, and visualizing neural networks.
Python package for Korean natural language processing.
A tiny library for coding with large language models.
A Python interface for the Generic Mapping Tools.
Summary statistics of geospatial raster datasets based on vector geometries.
A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
Pandas extension arrays for spatial/geometric operations
Geocomputation with Python: an open source book and online resource for getting started in this space
Python package for retrieving water data from USGS or the multi-agency Water Quality Portal
A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.