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PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
AeroSpace is an i3-like tiling window manager for macOS
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
FFCV: Fast Forward Computer Vision (and other ML workloads!)
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
A lightweight window border system for macOS
A tiling window manager for macOS based on binary space partitioning
34 key ZMK keyboard, nice!view, nice!nano & hotswap supported.
🤖 Machine Learning Summer School Guide
Open-source framework for uncertainty and deep learning models in PyTorch 🌱
A new markup-based typesetting system that is powerful and easy to learn.
This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
A playbook for systematically maximizing the performance of deep learning models.
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
A latent text-to-image diffusion model
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.
Code for "On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty".
Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)
Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, 2022)
🏖️ Klisé is a minimalist Jekyll theme for running a personal site or blog, light & dark mode support. (https://klise.vercel.app)
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
The fastai book, published as Jupyter Notebooks
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
Hybrid Neural Fusion for Full-frame Video Stabilization
Streamlit — A faster way to build and share data apps.