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2017210698's Projects

phm icon phm

Industrial intelligence

play-with-linear-algebra icon play-with-linear-algebra

Codes of my MOOC Course <Play with Linear Algebra>. Updated contents and practices are also included. 我在慕课网上的课程《玩转线性代数》示例代码,使用Python语言。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

prml icon prml

PRML algorithms implemented in Python

python-elm icon python-elm

Extreme Learning Machine implementation in Python

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-gdn icon pytorch-gdn

PyTorch implementation of the Generalized divisive normalization non-linearity layer

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl-book icon rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

scikit-plot icon scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

self-supervised_jigsaw_puzzle icon self-supervised_jigsaw_puzzle

implementation of the paper "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles" in TensorFlow and Keras

semisupervised_timeseries_infogan icon semisupervised_timeseries_infogan

A tensorflow implementation of informative generative adversarial network (InfoGAN ) to one dimensional ( 1D ) time series data with a supervised loss function. So it's called semisupervised Info GAN.

senet icon senet

Squeeze-and-Excitation Networks

silentserver icon silentserver

Silent is very lightweight, high quality - low latency voice chat for gaming. The server runs on Windows and Linux.

srcnn icon srcnn

A course project on convolutional neural networks for single image super-resolution

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