niufuren Goto Github PK

bigdatr_test

caffe-model

Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext

create-your-own-adventure

ctci-6th-edition-python

Cracking the Coding Interview 6th Ed. Python Solutions

datacrawling

datasharing

The Leek group guide to data sharing

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

fastai

The fastai deep learning library, plus lessons and and tutorials

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

image-registration-using-pca

leetcode-share

This repository shares my leetcode problems solving experience.

linear-svm-on-top-of-cnn-example

Simple example showing how to use intermediate CNN layer activations as feature vectors for training a linear SVM, to create a custom image classifier

ml-engineering-challenge

ml-monitoring

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.

mlnd-projects

niufuren.github.com

homepage

recipes

resnet-18-caffemodel-on-imagenet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 66.45% Top-5 87.10%

resnet-generator

Generate Caffe Prototxt for Deep Residual Learning Network

skin_decompsition

Decompose skin into its independent components: heamoglobin and melanin components

spider-web-detector

stat451-machine-learning-fs20

STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)

statistics-for-data-scientists

Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

test

vessel-edge-track