chvlyl

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

pytorch_geometric

Graph Neural Network Library for PyTorch

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

meshlab

The open source mesh processing system

learning-to-learn

Learning to Learn in TensorFlow

pytorch-cpp

C++ Implementation of PyTorch Tutorials for Everyone

pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning

Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind

speaker-recognition

A Speaker Recognition System

Reproducible-Deep-Compressive-Sensing

Collection of reproducible deep learning for compressive sensing

ladder

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning

SinkhornAutoDiff

Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm

CoordConv-pytorch

Pytorch implementation of CoordConv introduced in 'An intriguing failing of convolutional neural networks and the CoordConv solution' paper. (https://arxiv.org/pdf/1807.03247.pdf)

pytorch_memonger

Experimental ground for optimizing memory of pytorch models

RotationContinuity

Coder for "On the Continuity of Rotation Representations"

mlcpp

Set of examples of ML approaches implemented in C++

jpeg2dct

icd

Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R. NB use main instead of master for default branch.

radio

RadIO is a library for data science research of computed tomography imaging

array_storage_benchmark

Compare some methods of array storage in Python (numpy)

normalizing-flows

Understanding normalizing flows

ECG-Classification-Demo

ECG Classification

anode

[IJCAI'19, NeurIPS'19] Anode: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs

how-to-kaggle

A research into the workflow for Kaggle competition (and data science in general) collaboratively

mri_acq_recon_tutorial

Code for ISBI'19 Tutorial