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Qinghao Guan's Projects

10dimensions icon 10dimensions

Public repository containing the dataset and code for training the models in "Ten Social Dimensions of Conversations and Relationships" (WWW'20)

adapters icon adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

bertopic icon bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

booknlp icon booknlp

BookNLP, a natural language processing pipeline for books

chinese-poetry-and-prose icon chinese-poetry-and-prose

84万篇古诗文数据,带译文、赏析、热度等信息,3万名作者数据,还有写了个本地化查询古诗词的软件。

convkan icon convkan

Convolutional layer for Kolmogorov-Arnold Network (KAN)

convolutional-kans icon convolutional-kans

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

corenlp icon corenlp

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

facebook-page-post-scraper icon facebook-page-post-scraper

Data scraper for Facebook Pages, and also code accompanying the blog post How to Scrape Data From Facebook Page Posts for Statistical Analysis

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flamingo-pytorch icon flamingo-pytorch

Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch

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