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Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.
🦜🔗 Build context-aware reasoning applications
A scriptable scratchpad for developers. In slow yet steady progress.
A real-time situational awareness framework for flood impact on road transportation networks.
⌨️ The missing keyboard shortcut utility for macOS
Latent diffusion for generative precipitation nowcasting
A beautiful, simple, clean, and responsive Jekyll theme for academics
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
An integrated water-power-transportation model for network simulations.
Techniques for deep learning with satellite & aerial imagery
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
My repo for training neural nets using pytorch-lightning and hydra
🤗 A list of wonderful open-source projects & applications integrated with Hugging Face libraries.
Github repo with tutorials to fine tune transformers for diff NLP tasks
This repository contains demos I made with the Transformers library by HuggingFace.
💧 This repository holds a list of open source Python packages interesting to Hydrologists
🙃 A delightful community-driven (with 2,300+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python…
Automatic tiling window manager for macOS à la xmonad.
This Python packages identifies duplicate files in a folder of interest.
An logseq to anki syncing plugin with superpowers - image occlusion, card direction, incremental cards, and a lot more.
A privacy-first, open-source platform for knowledge management and collaboration. Download link: http:https://github.com/logseq/logseq/releases. roadmap: http:https://trello.com/b/8txSM12G/roadmap
Long list of geospatial tools and resources
A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.