David_Du's repositories
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
Alexnet_network_practice
First upload
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
Blog
**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)
cs-notes
My personal notes about CS
Deep-Learning-21-Examples
《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码
ganhacks
starter from "How to Train a GAN?" at NIPS2016
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.
lib-pku.github.io
北京大学课程资料整理
nndl.github.io
《神经网络与深度学习》 Neural Network and Deep Learning
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
Python
All Algorithms implemented in Python
REKCARC-TSC-UHT
清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University
reproduction-of-paper
use specificed data to reproduce the model from paper 《Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit》
switching-kalman-filter
Python implementation of the Switching Kalman Filter
tensorflow-fractal-playground
Generate beautiful fractals with TensorFlow! :art:
TensorFlow-Time-Series-Examples
Time Series Prediction with tf.contrib.timeseries
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
time-series-analysis
Presentation for time series analysis
USTC-Course
:heart:**科学技术大学课程资源
zhihu
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.