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bayesian-compression-for-deep-learning

Remplementation of paper https://arxiv.org/abs/1705.08665

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

breakthrough

UC Berkeley's software and documentation for Breakthrough Listen data

burst_search

Program to perform real-time and off-line searches for fast radio bursts in GBT GUPPI data.

cnnimageretrieval-pytorch

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

data-science-notes

数据科学的笔记以及资料搜集

deep-compress

Model Compression in Deep Learning

deepcompression

implementation of Iterative Pruning for Deep neural network [Han2015].

deepgp

Deep Gaussian Processes in matlab

deeplearning_tutorials

The deeplearning algorithms implemented by tensorflow

docs

TensorFlow documentation

ensem_tensorflow

fast_label_data

gpflow

Gaussian processes in TensorFlow

impl-pruning-tf

Implementation of "Iterative pruning" on TensorFlow

model-compression

This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016

models

Models and examples built with TensorFlow

pics-resnet

pilae

Pseduo-inverse Learning algorithm for Anto-encoder

prml

PRML algorithms implemented in Python

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

resnet_cifar

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch)

senet-pytorch

single_pulse_ml

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow_multigpu_imagenet

Tensorflow code for training different architectures(DenseNet, ResNet, AlexNet, GoogLeNet, VGG, NiN) on ImageNet dataset + Multi-GPU support + Transfer Learning support

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection