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a3c

Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.

arxivdigest

ArXiv Digest and Personalized Recommendations using Large Language Models

beamerstyleslides

🌈Beamer风格的幻灯片模板集。包含了PowerPoint和Keynote两套格式。

bootcamp

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

di-engine

OpenDILab Decision AI Engine

dpsgd

flappy-bird

gazelle_mpc

good_codes

collecting good codes as nice tools

h-dqn

Reproduction of Kulkarni et al. (2016) in Python

he-transformer

nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph

hewrapper

hh-dqn

my hierarchy deep reinforcement learning framework description and implementation

homework

Assignments for CS294-112.

image-python-sdk-v2.0

keyword

libsvm

movies-word2vec

a kaggle project using word2vec to give the sentiment judgement of movie review

nips2015-action-conditional-video-prediction

Implementation of "Action-Conditional Video Prediction using Deep Networks in Atari Games"

p2v

paper2vec

Paper2vec method implementations

pensieve

Neural Adaptive Video Streaming with Pensieve (SIGCOMM '17)

private-ai-bootcamp-materials

Private AI Bootcamp was hosted by Microsoft in Redmond, WA on Dec 2nd-4th, 2019. This repository contains materials offered at the event, including lecture slides, demo codes, etc.

private-ai-resources

SOON TO BE DEPRECATED - Private machine learning progress

privatedeeplearning

Differential Privacy Preservation in Deep Learning under Model Attacks

simanneal

Python module for Simulated Annealing optimization

sing-weekly-discussions-archive

This is the Group-Meeting collections of HKUST System NetworkING (SING) Research Group.