xc2017,github

apollo

An open autonomous driving platform

associative_lstm

LSTM with associative memory cells (http://arxiv.org/abs/1602.03032)

conv_arithmetic

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

curriculum_vita_lists

curriculum_vita_lists 2017春季学生名单

deep-3d-obj-recognition

3D Object Recognition with Deep Networks Project for 3D Vision - ETHZ

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

deeplearning.ai-1

The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.

deepst

Deep Learning for Spatio-Temporal Data

firsthomework

homework 1

google-research

Google Research

hko-7

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

keras-resnet3d

Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.

prml

PRML algorithms implemented in Python

pseudo-3d-residual-networks

Pseudo-3D Convolutional Residual Networks for Video Representation Learning

pynio

PyNIO is a multi-format data I/O package with a NetCDF-style interface

secondhomework

design demos by using html, css, javascript to show what you have learned.

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

stochastic-batch-normalization

Uncertainty Estimation via Stochastic Batch Normalization

thirdhomework

final test project, hope each student can employ html,css,javascript(threejs,jquery and so on),php to build the final project.

three.js

JavaScript 3D library.

turbulence-modeling-piml

Data-driven Reynolds stress modeling with physics-informed machine learning

voxnet

3D/Volumetric Convolutional Neural Networks with Theano+Lasagne

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