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alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

automatic_strain_sensor_design

caffe

Caffe: a fast open framework for deep learning.

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

convolutional_occupancy_networks

[ECCV'20] Convolutional Occupancy Networks

ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)

deep_plates

Physics-guided neural network framework for elastic plates

elastica

Software to simulate the dynamics of filaments that, at every cross-section, can undergo all six possible modes of deformation, allowing the filament to bend, twist, stretch and shear, while interacting with complex environments via muscular activity, surface contact, friction and hydrodynamics.

elatools

ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

invertibletrussdesign

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

mechelastic

A Python library to calculate elastic properties of materials.

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

mygit

mygit1

occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

origami

paperfoldmodels

A Python script for unfolding triangular meshes in order to create papercraft models

pf-net-point-fractal-network

CVPR2020 PF-Net: Point Fractal Network for 3D Point Cloud Completion

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

point-unet

Unofficial PyTorch implementation of Point-Unet: A Context-Aware Point-Based Neural Network for Volumetric Segmentation

pythreejs

A Jupyter - Three.js bridge

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch_geometric

Graph Neural Network Library for PyTorch

pytorchtutorial

PyTorch Tutorials from my YouTube channel

tutorials

PyTorch tutorials.

vision

Datasets, Transforms and Models specific to Computer Vision

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite