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Aron Millonzi's Projects

activity-recognition-using-wi-fi-csi-data icon activity-recognition-using-wi-fi-csi-data

This project involved recognizing activities like falling, running, sitting, walking using Wi-Fi based CSI data in lieu of traditional methods of wearables or cameras. It involved Wi-Fi data processing, feature extraction and creating a trained model for prediction.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ccks-2020 icon ccks-2020

CCKS 2020:新冠知识图谱构建与问答评测(四)新冠知识图谱问答评测

cord-19 icon cord-19

Jupyter notebooks for processing CORD-19 dataset

coronaxiv-pre-processing icon coronaxiv-pre-processing

Notebook that contains code for preprocessing CORD-19 Dataset hosted on Kaggle, for our product CoronaXiv.

crnn icon crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

cs-books icon cs-books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

csiread icon csiread

Parse channel state information from raw CSI data file in Python.

discobert icon discobert

Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)

fastnlp icon fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

gnns-for-nlp icon gnns-for-nlp

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

graph4nlp icon graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP

hetersumgraph icon hetersumgraph

Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"

leetcode-seeker icon leetcode-seeker

😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer(第 2 版)》、《程序员面试金典(第 6 版)》题解

lets_ocr icon lets_ocr

A repository for OCR, which inlcudes some classical OCR algorithms Pytorch implementation such as CTPN, EAST and CRNN.

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