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wlsyhlb's Projects

glove icon glove

GloVe model for distributed word representation

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hon icon hon

Home Assistant integration for Haier hOn: support for Haier/Candy/Hoover home appliances like washing machines and air conditioners in 19 languages.

js-sorting-algorithm icon js-sorting-algorithm

一本关于排序算法的 GitBook 在线书籍 《十大经典排序算法》，多语言实现。

ml-gcn icon ml-gcn

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

mymarkdown icon mymarkdown

Markdown 基础语法。可以应付开发过程中各类文档， 告别Word ，txt！！！

nfm-pyorch icon nfm-pyorch

A pytorch implementation for He et al. Neural Factorization Machines for Sparse Predictive Analytics on SIGIR 2017.

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlpbook icon nlpbook

Applied Natural Language Processing in the Enterprise - An O'Reilly Media Publication

notion-repackaged icon notion-repackaged

Notion Desktop builds with Notion Enhancer for Windows, MacOS and Linux. Direct port of Notion is also available for Linux.

prml icon prml

PRML algorithms implemented in Python

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pyhon icon pyhon

Control hOn devices with python

pytorch-dqn icon pytorch-dqn

Deep Q-Learning Network in pytorch (not actively maintained)

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-learn-reinforcement-learning icon pytorch-learn-reinforcement-learning

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

rayshader icon rayshader

R Package for 2D and 3D mapping and data visualization

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