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Python 7 1 Updated Jan 16, 2023

Karras et al. (2022) diffusion models for PyTorch

Python 2,393 384 Updated Jan 7, 2025

This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs".

Python 39 Updated Apr 25, 2023

LAVIS - A One-stop Library for Language-Vision Intelligence

Jupyter Notebook 10,272 1,002 Updated Nov 18, 2024

PyTorch implementation for "Temperature as Uncertainty in Contrastive Learning" (https://arxiv.org/abs/2110.04403).

Python 14 4 Updated Oct 19, 2021

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

Python 1,025 256 Updated Jul 3, 2024

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

Python 6,969 1,757 Updated Feb 17, 2025

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Python 39,598 6,490 Updated Dec 9, 2024

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 140,150 28,101 Updated Feb 25, 2025

Tools for understanding how transformer predictions are built layer-by-layer

Python 474 50 Updated Jun 2, 2024

Official DeiT repository

Python 4,142 565 Updated Mar 15, 2024

Code for Auditing Visualizations: Transparency Methods Struggle to Detect Anomalous Behavior

Python 7 1 Updated May 30, 2023

Google Research

Jupyter Notebook 34,985 8,013 Updated Feb 20, 2025

Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with Invertible Neural Networks

Python 57 6 Updated Dec 18, 2020
Jupyter Notebook 8 3 Updated Mar 9, 2021

PyTorch implementation of Mahendran & Vedaldi, 2015: "Understanding Deep Image Representations by Inverting Them"

Python 39 11 Updated Jan 4, 2018

PyTorch implementation of Barlow Twins.

Python 967 127 Updated Mar 3, 2022

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Python 8,899 1,094 Updated Oct 9, 2024

Denoising Diffusion Probabilistic Models

Python 4,153 398 Updated Aug 29, 2023

Github Pages template for personal, portfolio-based websites; forked from mmistakes/minimal-mistakes

JavaScript 13,339 45,818 Updated Feb 25, 2025

❗ This is a read-only mirror of the CRAN R package repository. ecp — Non-Parametric Multiple Change-Point Analysis of Multivariate Data

C++ 1 Updated Aug 27, 2024

Latent space autoregression for novelty detection.

Python 196 60 Updated Dec 12, 2022

My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

Jupyter Notebook 402 107 Updated Dec 24, 2022

pytorch tutorial for beginners

Python 3,006 1,087 Updated Feb 12, 2022

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

Jupyter Notebook 3,266 333 Updated Mar 3, 2024

Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

Jupyter Notebook 372 169 Updated May 28, 2022

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry thr…

Jupyter Notebook 1,245 374 Updated Feb 11, 2025

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

Python 941 208 Updated Jan 29, 2025
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