Discover dangeng/bias-variance-tradeoff Open Source project

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Created over 7 years ago
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dangeng

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Sandbox for generating visualizations of the bias-variance tradeoff for Machine Learning at Berkeley's blog.

visual_anagrams

Code for the paper "Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models"

Jupyter Notebook

818

Simple_Adversarial_Examples

Repo of simple adversarial examples on vanilla neural networks trained on MNIST

Jupyter Notebook

120

motion_guidance

Code for ICLR 2024 paper "Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators"

Python

CorrWiseLosses

Code for CVPR 2022 paper "Comparing Correspondences: Video Prediction with Correspondence-wise Losses"

Python

flowmag

Official code for NeurIPS 2023 paper "Self-Supervised Motion Magnification by Backpropagating Through Optical Flow"

Python

DeepChess

PyTorch Implementation of Deep Chess: https://arxiv.org/abs/1711.09667

Jupyter Notebook

flow_web_viz

Visualize optical flow interactively on a website

JavaScript

inverse_kinematics

Train an NN to do inverse kinematics

Python

Reddit-Image-Scraper

Scrapes Reddit for Images

Python

vroom

Shell

delete_me_repo

Delete me please

MidiToText

Converts midi to text and text to midi, to facilitate training a character RNN to generate music

Python

factorized_diffusion

HTML

BerkeleyMarriagePactWebsite

Berkeley Marriage Pact Website

JavaScript

dangeng/bias-variance-tradeoff

dangeng

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