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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
Caffe: a fast open framework for deep learning.
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
[ECCV'20] Convolutional Occupancy Networks
Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)
Physics-guided neural network framework for elastic plates
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: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
A Python library to calculate elastic properties of materials.
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"
A Python script for unfolding triangular meshes in order to create papercraft models
CVPR2020 PF-Net: Point Fractal Network for 3D Point Cloud Completion
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
Unofficial PyTorch implementation of Point-Unet: A Context-Aware Point-Based Neural Network for Volumetric Segmentation
A Jupyter - Three.js bridge
PyTorch Tutorial for Deep Learning Researchers
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Graph Neural Network Library for PyTorch
PyTorch Tutorials from my YouTube channel
PyTorch tutorials.
Datasets, Transforms and Models specific to Computer Vision
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.