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algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

autoencoder_based_image_compression

Autoencoder based image compression: can the learning be quantization independent? https://arxiv.org/abs/1802.09371

compression

Data compression in TensorFlow

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

graver

Graver 是一款高效的 UI 渲染框架，它以更低的资源消耗来构建十分流畅的 UI 界面。Graver 独创性的采用了基于绘制的视觉元素分解方式来构建界面，得益于此，该框架能让 UI 渲染过程变得更加简单、灵活。https://cocoapods.org/pods/Graver

guetzli

Perceptual JPEG encoder

kamalengine

Knowledge Amalgamation Engine

lsh_attention

Calculate Softmax layer of Attention in O(LlogL)(L=sequence length) instead of O(L^2) using crpss-polytope Locality-Sensitive Hashing(https://arxiv.org/abs/1802.05751 ).

mxflutter

基于JavaScript 的Flutter框架 mxflutter

pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

relay_server

score-cam

[CVPRW 2020] Official implementation of Score-CAM in Pytorch

singan

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

sparkinternals

Notes talking about the design and implementation of Apache Spark

stgcn-ijcai-18

Spatio-Temporal Graph Convolutional Networks

texture

Smooth asynchronous user interfaces for iOS apps.

turbotransformers

a fast and user-friendly tool for transformer inference on CPU and GPU

verifystorereceiptios

A helper class for verifying App Store receipts under iOS.

videoprocessingframework

Set of Python bindings to C++ libraries which provides full HW acceleration for video decoding, encoding and GPU-accelerated color space and pixel format conversions

waveone

waveone minimal impl