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examples

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

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

machine_learning_algorithms

machinelearningnotes

My personal notes

memory-pool

implement a memoryPool by C++

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

model-compression

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)

models

Models and examples built with TensorFlow

modern-cpp-tutorial

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

muduo

Event-driven network library for multi-threaded Linux server in C++11

mytinystl

Achieve a tiny STL in C++11

opencv-for-darknet

Adjust opencv for darknet, Support CNN "relu" and maxpool "VALID"

oppo-text-match

小布助手对话短文本语义匹配的一个baseline

patenttransformer

Transformer models for Augmented Inventing

playground

Play with neural networks!

powergraph

PowerGraph: A framework for large-scale machine learning and graph computation.

prml

PRML algorithms implemented in Python

pse

This is a case study of pybind11, but also review a paper of the core algorithm which based on C++ and python. All based on VS2019

psenet

psenet.pytorch

A pytorch re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network

purine2

Purified Purine.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

python

the repository about machine learning &deep learning algorithm program

rekcarc-tsc-uht

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

resume

An elegant \LaTeX\ résumé template

resume-zh_cn

rlseg

this project show the data processing, deep convolution networks and basic image processing. we alleviate excessive memory usage and fast the training process using multi threads (if you have a condition to employ multi GPUs )

rpc

this pacakge is with the Remote Procedure Call. I complete the basic functionality of RPC middleware