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Yuguang Yang's Projects

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

d4pg icon d4pg

Tensorflow implementation of a Deep Distributed Distributional Deterministic Policy Gradients (D4PG) network, trained on OpenAI Gym environments.

dan icon dan

Demo code for the paper ''Distributional Adversarial Networks''

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

deeprlhacks icon deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

dnc icon dnc

Discriminative Neural Clustering for Speaker Diarisation

eend icon eend

End-to-End Neural Diarization

efficientpython icon efficientpython

Efficient python for data science, machine learning, and software engineering

espnet icon espnet

End-to-End Speech Processing Toolkit

fancyimpute icon fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

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