jerry-lizj Goto Github PK

bnn-icestick

Binary Neural Network on IceStick FPGA.

caffe

Caffe: a fast open framework for deep learning.

caffe-tensorflow

Caffe models in TensorFlow

cluttered-omniglot

Cluttered Omniglot dataset and models

coffe

deepburning

Automatic generation of FPGA-based learning accelerators for the neural network family

deeplearning_demo

some demo

dnnweaver2

Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.

dnnweaver2.drone

fast-rcnn

Fast R-CNN

fb-caffe-exts

Some handy utility libraries and tools for the Caffe deep learning framework.

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

g2-lstm

Codes for "Towards Binary-Valued Gates for Robust LSTM Training".

gpy

Gaussian processes framework in python

hdml

Hamming Distance Metric Learning with Non-linear Projection

hello-world

first try

keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

mace

code for the ICML2018 paper "Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design"

mace_mcmc

Python implementation of the MACE Bayesian optimization algorithm, the GP hyperparameters are integrated out via MCMC

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

neural-networks-on-silicon

This is a collection of works on neural networks and neural accelerators.

openram

An open-source static random access memory (SRAM) compiler.

pipecnn

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

platypus

A Free and Open Source Python Library for Multiobjective Optimization

pynq

Python Productivity for ZYNQ

pytorch-vgg-cifar10

This is the PyTorch implementation of VGG network trained on CIFAR10 dataset

rapidwright

Build Customized FPGA Implementations for Vivado

shadowsocks-windows

If you want to keep a secret, you must also hide it from yourself.

siamese-networks-for-one-shot-learning

Implementation of Siamese Neural Networks for One-shot Image Recognition