zht022
Math bachelor's degree in USTC; Studying in department of EE&Info-science of USTC from 2017
Hefei, Anhui, China
Pinned Repositories
CS224N
This project contains three assignments of CS224N -- Natural Language Processing with Deep Learning. All codes are done with python 3.5, so there may be a little change from the original start codes.
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deep_learning_object_detection
A paper list of object detection using deep learning.
ganhacks
starter from "How to Train a GAN?" at NIPS2016
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
S3BA
simplified-deeplearning
Simplified implementations of deep learning related works
SqueezeNet-and-SH
A squeezenet framework in tensorflow for readability is shown here. Moreover, it's an example of using Successive Halving algorithm to finish hyperparameters optimization.
stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
stanford_cs231n
This repository contains assignments of Stanford Deep Learning Course cs231n.
zht022's Repositories
zht022/hyperas
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
zht022/simplified-deeplearning
Simplified implementations of deep learning related works
zht022/SqueezeNet
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters
zht022/ganhacks
starter from "How to Train a GAN?" at NIPS2016
zht022/LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
zht022/hyperband
Hyperparameter optimization
zht022/tensorflow_with_latest_papers
Implementation of Newest RNN and Seq2Seq Features
zht022/gtc2017-numba
Numba tutorial for GTC 2017 conference
zht022/squeezenet_demo
zht022/mx-rfcn
MXNet port of R-FCN