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adabound

An optimizer that trains as fast as Adam and as good as SGD.

ahahls

An open source high level synthesis (HLS) tool built on top of LLVM

auto-nba

[ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yongan Zhang, Yang Zhang, David Cox, Yingyan Lin

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

ddpg_actor

dreamplace

Deep learning toolkit-enabled VLSI placement

ecen649

ecen689-605

ecen755

ecen765

erwhiup

Official ERWHI repo for UP2 version

examples

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

fdc_resnet_v3

Deep learning using residual neural network for fast depth coding in 3D-HEVC :clap: It is based on https://github.com/tensorflow/models/tree/master/research/resnet

geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

hevc

HEVC For CU DEPTH

homebridge

HomeKit support for the impatient

homework

mraa

Linux Library for low speed IO Communication in C with bindings for C++, Python, Node.js & Java. Supports generic io platforms, as well as Intel Edison, Intel Joule, Raspberry Pi and many more.

python-100-days

Python - 100天从新手到大师

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

systolic-array

A DSL for Systolic Arrays

tensorboardx

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

testcase

timeloop

vision

Datasets, Transforms and Models specific to Computer Vision

yuv-data-set