#deep-learning · dorkhub

ViTAS

Code for ViTAS_Vision Transformer Architecture Search

Python★ 50

automl block-level-architectures channel-search deep-learning nas nas-search-space neural-architecture-search vision-transformer

@xiusu

AeroPath

:hugs: AeroPath: An airway segmentation benchmark dataset with challenging pathology

Jupyter Notebook★ 53

ai airway annotated benchmark bronchi ct dataset deep-learning

@raidionics

utensor_cgen

C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/

Python★ 53

deep-learning edge-computing embedded iot microcontroller python utensor

@uTensor

pytorch-recurrent-ae-siggraph17

Pytorch implementation for 'Interactive Reconstruction of Monte Carlo Image Sequences using a Recurrent Denoising Autoe…

Python★ 55

autoencoder deep-learning deep-neural-networks denoising raytracing recurrent-neural-network siggraph

@AakashKT

torchfsm

TorchFSM: Fourier Spectral Method with PyTorch

Python★ 60

deep-learning differentiable-simulations pde physics-simulation pytorch

@qiauil

adversarial-jets

Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial…

Jupyter Notebook★ 61

cern deep-learning gan generative-adversarial-network hep high-energy-physics machine-learning physics

@hep-lbdl

path-planning-cnn

Solving synthetic 2d path-planning problems with a convolutional neural network.

Python★ 64

cnn deep-learning neural-network path-planning pathfinding

@dcaffo98

EventPointPose

[3DV 2022] Pytorch implementation for 3D Event-based Human Pose Estimation

Python★ 65

3d-models 3d-vision deep-learning event-camera human-pose-estimation point-cloud pose-estimation pytorch

@MasterHow

robovat

RoboVat: A unified toolkit for simulated and real-world robotic task environments.

Python★ 67

deep-learning deep-reinforcement-learning physics-simulation robotics

@StanfordVL

vision

3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

Python★ 72

3d deep-learning depth ivy jax machine-learning mxnet numpy

@ivy-llc

deep-learning-roadmap

my own deep learning mastery roadmap

code★ 72

ai cnn deep-learning deep-neural-networks gan gans generative-adversarial-network nas

@dansuh17

Physics-ArX

Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Phy…

Python★ 77

artifacts-generation computed-tomography cone-beam-ct data-augmentation deep-learning motion-simulation physics-simulation radiology

@nadeemlab

LensAI

Integrated Machine and Deep Learning for Optical Design

Jupyter Notebook★ 86

artificial-intelligence computational-optics computational-physics data-science deep-learning generative-adversarial-network lens-design machine-learning

@HarrisonKramer

convoca

Predict and analyze cellular automata using convolutional neural networks

Python★ 88

cellular-automata convolutional-neural-networks deep-learning game-of-life

@williamgilpin

Diffusion-based-Flow-Prediction

Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with…

Jupyter Notebook★ 90

baysian-network deep-learning diffusion-models flow-matching fluid-dynamics fluid-simulation physics-simulation uncertainty-neural-networks

@tum-pbs

duralava

duralava is a neural network which can simulate a lava lamp in an infinite loop.

code★ 91

deep-learning gan machine-learning neural-network physics-simulation rnn

@muxamilian

LiveChess2FEN

Predict live chess games into FEN notation.

Python★ 93

chess chessboard chessboard-detection chessboard-recognition computer-vision convolutional-neural-networks deep-learning fen

@davidmallasen

Winter

UCI Chess Engine

C++★ 98

ai chess chess-ai chess-engine deep-learning machine-learning neural-network uci

@rosenthj

RealPDEBench

[🔥ICLR26 Oral] RealPDEBench: A Benchmark for Complex Physical Systems with Paired Real-World and Simulated Data

Python★ 105

ai benchmark deep-learning neural-operator pde physics-simulation scientific-machine-learning simulation

@AI4Science-WestlakeU

EvoNorm

Unofficial PyTorch Implementation of EvoNorm

Python★ 123

computer-vision deep-learning nas neural-architecture-search neural-networks normalization

@digantamisra98

sax

S + Autograd + XLA :: S-parameter based frequency domain circuit simulations and optimizations using JAX.

Python★ 128

ann autograd circuit deep-learning jax optimization photonic-circuit photonic-optimization

@gdsfactory

NASPapers

Paper lists of neural architecture search (NAS)

code★ 135

deep-learning machine-learning nas neural-architecture-search neural-networks

@NiuTrans

chesscog

Determining chess game state from an image.

Python★ 141

chess chess-recognition computer-vision deep-learning pytorch

@georg-wolflein

Ubuntu-Setup-Scripts

Scripts to help you set up your Ubuntu quickly, especially if you're in any subfield of Data Science or AI!

Shell★ 143

anaconda cuda deep-learning deeplearning dl ffmpeg installers ml

@rsnk96