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David X. Lau's Projects

autoagents icon autoagents

Complex question answering in LLMs with enhanced reasoning and information-seeking capabilities.

bookdistance icon bookdistance

Calculate distance between books using Word2vec, TF-IDF, TextRank and so forth.

caffe icon caffe

Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

cfdemo icon cfdemo

Some collaborative filtering algorithm demo: User/Item-based CF, ALS, word2vec etc.

chatpaper icon chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研,利用chatgpt进行论文总结+润色+审稿+审稿回复

denoise icon denoise

Playground of sound analysis and denoise

dogcat icon dogcat

Build CNN to tell wether image contains dog or cat.

file-video-stream icon file-video-stream

fork from https://www.pyimagesearch.com/2017/02/06/faster-video-file-fps-with-cv2-videocapture-and-opencv/

filetranstation icon filetranstation

a web app help you to download and store file on VPS with given URL.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

handwrite_dataset_generator icon handwrite_dataset_generator

This is a tool which helps to build handwrite digit dataset like MNIST. It can extract image patch(figure.2 ) from many printing forms(figure. 1), and build a 10 class dataset with labels.

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