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AMReX: Software Framework for Block Structured AMR
A library for manipulating molecular descriptors
SU2: An Open-Source Suite for Multiphysics Simulation and Design
Spectral proper orthogonal decomposition in Matlab
Contains methods and types for a variety interatomic potentials.
PyTorch Tutorial for Deep Learning Researchers
这是之前我和我的组员参与Tiny-mind 手写汉字识别大赛的一个项目， 主要实现了用Resnet或VGG16作为Backbone来训练一个分类任务以及基于opencv的一些图片数据集增强，最终我们组的成绩为TOP-5准确率99.19， 排名5/700。这个项目也可以用于其他的图片分类任务，整个网络框架是基于Tensorflow实现的
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet…
gpu accelerated implementation of k-NN using PyTorch.
Python 3.6+ (only)
Multivariate timeseries to multivariate timeseries convolution regressor based on the article "Encoding Time Series as Images for Visual Inspection and Classification Using Tiled Convolutional Neur…
Productive, portable, and performant GPU programming in Python.
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Scientific Machine Learning Tutorials
Open source code for AlphaFold.
This repository contains implementations and illustrative code to accompany DeepMind publications
A collection of various deep learning architectures, models, and tips
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
Graph Neural Network Library for PyTorch