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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

ct_function

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.

hitanet

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》

spider_downloadmeizitupictures

爬取妹子图

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.