Pinned Repositories
15213
2014
Official content for the Fall 2014 Harvard CS109 Data Science course
2015
Public material for CS109
2015lab1
2015lab2
2015lab3
2015lab4
Lab for Linear and Logistic Regression, SciKit Learn
2015lab5
Lab 5, the first on Machine Learning!
PAUT
Deep Learning for Ultrasound Testing
RT
Deep Learning for Radiography Testing
junhua-zhang's Repositories
junhua-zhang/15213
junhua-zhang/adversarial-comparer
junhua-zhang/Adversarial-Examples-in-PyTorch
Pytorch code to generate adversarial examples on mnist and ImageNet data.
junhua-zhang/Deep-Learning-for-Recommendation-Systems
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
junhua-zhang/DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning
Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind
junhua-zhang/DeepRecommender
Deep learning for recommender systems
junhua-zhang/fpn.pytorch
Pytorch implementation of Feature Pyramid Network (FPN) for Object Detection
junhua-zhang/github_tutorial
basic git commands list!
junhua-zhang/gitignore
A collection of useful .gitignore templates
junhua-zhang/gitskills
junhua-zhang/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
junhua-zhang/kaggle_airbus_ship_detection
Kaggle airbus ship detection challenge 21st solution
junhua-zhang/LabelImgTool
:metal: LabelImgTool is a graphical image annotation tool which supports CLS,DET and SEG(semantic&instance )
junhua-zhang/learngit
junhua-zhang/linux-insides
A little bit about a linux kernel
junhua-zhang/linux-insides-zh
Linux 内核揭密
junhua-zhang/ml-articles
Articles on machine learning
junhua-zhang/OCR_TF_CRNN_CTC
Extremely simple implement for CRNN by Tensorflow
junhua-zhang/pandas_exercises
Practice your pandas skills!
junhua-zhang/py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
junhua-zhang/pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
junhua-zhang/pytorch-semantic-segmentation
PyTorch for Semantic Segmentation
junhua-zhang/Pytorch-UNet
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
junhua-zhang/pytorch_image_classification
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST
junhua-zhang/pytorch_tiramisu
FC-DenseNet in PyTorch for Semantic Segmentation
junhua-zhang/recommender-system-thesis
Deep Learning Recommender System
junhua-zhang/SimNDT
Ultrasonic NDT Simulator with engine core based on the Elastodynamic Finite Integration Technique (EFIT)
junhua-zhang/surface-loss
Code for our MIDL 2019 talk https://openreview.net/forum?id=S1gTA5VggE
junhua-zhang/VsVim
Vim Emulator Plugin for Visual Studio 2012+
junhua-zhang/xray-vision
Detecting Abnormalities in X-Rays