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hwguo11's Projects

caffe icon caffe

Caffe: a fast open framework for deep learning.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

dft-book icon dft-book

A book on modeling materials using VASP, ase and vasp

dftbplus icon dftbplus

DFTB+ general package for performing fast atomistic simulations

dftcxx icon dftcxx

C++ based DFT program for educational purposes

dftfe icon dftfe

DFT-FE: Real-space DFT calculations using Finite Elements

lammps icon lammps

Public development project of the LAMMPS MD software package

leetcode icon leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

mediapipe icon mediapipe

MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.

mnn icon mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tnn icon tnn

TNN: developed by Tencent Youtu Lab and Guangying Lab, a lightweight and high-performance deep learning framework for mobile inference. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework. TNN：由腾讯优图实验室和光影实验室协同打造，移动端高性能、轻量级推理框架，同时拥有跨平台、高性能、模型压缩、代码裁剪等众多突出优势。TNN框架在原有Rapidnet、ncnn框架的基础上进一步加强了移动端设备的支持以及性能优化，同时也借鉴了业界主流开源框架高性能和良好拓展性的优点。目前TNN已经在手Q、微视、P图等应用中落地，欢迎大家参与协同共建，促进TNN推理框架进一步完善。

transformer icon transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

tvm icon tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

vasp icon vasp

Python program to evaluate off-resonance Raman activity using VASP code as the backend.

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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