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algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

arima

Simple python example on how to use ARIMA models to analyze and predict time series.

bcq

Author's PyTorch implementation of BCQ for continuous and discrete actions

cf2

Hierarchical Convolutional Features for Visual Tracking (ICCV 2015)

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

csvreadinrow

daily-interview

dbn-and-rbm-in-pytorch

https://github.com/mehulrastogi/Deep-Belief-Network-pytorch

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepmind-advanced-deep-learning-and-reinforcement-learning

Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

dqn-atari-agents

DQN-Atari-Agents: Modularized PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow and DRQN

drl

Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

feature-engineering-for-ml-zh

:book: [译] 面向机器学习的特征工程

gan-firstly-with-the-rand.normal

debug&perform the code comes from blog

gan-for--pems

gan-for-data-generate

This is a minimalist implementation of GAN

gan_firstly

gbt7714-bibtex-style

GB/T 7714-2015 BibTeX Style

gitskills

test the pdf

gold-miner

🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：

gpt2

PyTorch Implementation of OpenAI GPT-2

gpt2-newstitle

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

hanwplatform

Human and Nature Water Management Platform

hog_matlab

Matlab implementation of the HOG descriptor for pedestrian detection

hog_matlab_rap

inria_annotation_2csv