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15-213

My notes for 15-213

autocv2

awesome-books

📖

cartoongan-test-pytorch-torch

Pytorch and Torch testing code of CartoonGAN [Chen et al., CVPR18]

csapp-3e-solutions

CSAPP 3e Solutions gitbook

dalao-in-ai

dalao in AI research

darts

Differentiable architecture search for convolutional and recurrent networks

datafusion

dataloaders_dali

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

ddpnas

Dynamic Distribution Pruning for Efficient Network Architecture Search

diya-cartoongan

Implementation and modification of CartoonGAN

embedded-neural-network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

espnet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

extd_pytorch

Official EXTD Pytorch code

gmm

GMM based background subtraction

lightnet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

matplotlib-cheatsheet

Matplotlib 3.1 cheat sheet.

mdenas

Multinomial Distribution Learning for Effective Neural Architecture Search

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

ncnn-android-squeezenet

The squeezenet image classification android example

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

particle-filter

particle filter based object tracking

pytorch-opcounter

Count the FLOPs of your PyTorch model.

shufflenet

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

tanglang96.github.io

terminal

The new Windows Terminal and the original Windows console host, all in the same place!

test

torchprofile

A general and accurate MACs / FLOPs profiler for PyTorch models

transformers

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

tvm

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