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100-days-of-ml-code

100 Days of ML Coding

ai-job-interview

AI算法岗面试经验汇总

amc

[ECCV 2018] PyTorch implementation for AMC: AutoML for Model Compression and Acceleration on Mobile Devices.

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

autograd

Efficiently computes derivatives of numpy code.

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-embedded-ai

嵌入式AI公众号: NeuralTalk，Weekly report and awesome list of embedded-ai.

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-nodejs

:zap: Delightful Node.js packages and resources

awesome-pruning

A curated list of neural network pruning resources.

bnn-pynq

Quantized Neural Networks (QNNs) on PYNQ

book

cjsonrpc

a jsonrpc accomplished with pure c

cnn-quantization

Quantization of Convolutional Neural networks.

compression_paper

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

cs-notes

我的自学笔记，在学习shell和MLSys，整理C++、算法、操作系统，后续学习分布式系统，终身更新。

dafl

A Pytorch implementation of "Data-Free Learning of Student Networks" (ICCV 2019).

darknet

Convolutional Neural Networks

dcraw

Mirror of Dave Coffin's dcraw, with full history

deep-hash-table-icml18

"Efficient end-to-end learning for quantizable representations" accepted at ICML2018

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

deep-learning-ocean

:satellite: All You Need to Know About Deep Learning - A kick-starter

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepthinking_machinelearning

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.