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latent_ode

Code for "Latent ODEs for Irregularly-Sampled Time Series" paper

mixconv

code for mixconvnet

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more

mxnet-model-gallery

Pre-trained Models of DMLC Project

ncov2019_analysis

Analysis of 2019-nCov coronavirus data

neural-ode

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

neural-ode-experiments

This repository contains experiments with Neural Ordinary Differential Equations with simulated and real empirical data

neural-odes-segmentation

Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands

neuralode

Experiments with Neural ODEs and Adversarial Attacks

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

ntm-one-shot

One-shot Learning with Memory-Augmented Neural Networks

osirix

OsiriX DICOM Viewer

pics

pred-net

multi-task based nueral network models for survival analysis; Cox-Net

pyav

Pythonic bindings for FFmpeg's libraries.

pycontrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-lapsrn

Pytorch implementation for LapSRN (CVPR2017)

pytorch-nested-unet

PyTorch implementation of UNet++ (Nested U-Net).

pytorch-retinanet

RetinaNet in PyTorch

pytorch-segmentation

PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)

pytorch-srgan

A modern PyTorch implementation of SRGAN

react-cornerstone-viewport

Cornerstone medical image viewport component for React

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

resnext-densenet

PyTorch Implementation for ResNet, Pre-Activation ResNet, ResNeXt, DenseNet, and Group Normalisation

rnn

RNN(recurrent neural network) and algorithms