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3d-qae

Official code release for the project "3D-QAE: A Fully Quantum Auto-Encoder for 3D Shapes

algorithmic_differentiation

analyzing_inverse_problems

Code for the paper "Analyzing inverse problems with invertible neural networks." (2018)

awesome-cheatsheets

👩‍💻👨‍💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

bash-tutorial

Bash 教程

conditional_inns

Code for the paper "Guided Image Generation with Conditional Invertible Neural Networks" (2019)

cv_rebuttal_template

deeplagrangianfluids

Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.

deepsdf

An implementation of implicit representation, Signed Distance Function (SDF) representation

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

dl4g

Example code for the Siggraph Asia Tutorial CreativeAI

dmcf

Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)

fast_iterative_solvers

graph-based-3d-point-cloud-classification

Implementation of Graph Neural Network-based 3D Point Cloud Classification in PyTorch

keras-applications

Reference implementations of popular deep learning models.

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

learn-quantum-machine-learning

Learn Quantum Machine Learning using pennylane framework

learning-python-physics-informed-machine-learning-pinns-deeponets

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

mesh_to_sdf

Calculate signed distance fields for arbitrary meshes

mri_image_denoising

my-first-repo

notebooks

code for deep learning courses

papersreimplementations

Personal short implementations of Machine Learning papers

pinns

python-fluid-simulation

A 2D Python Implementation of Smoothed Particle Hydrodynamics

pytorch-practice

pytorch basic

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-tutorial-1

Build your neural network easy and fast, 莫烦Python中文教学

qiskit-global-summer-school-2023