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ESTella's Projects

anserini icon anserini

A Lucene toolkit for replicable information retrieval research

gobang icon gobang

GoBang game implemented in C++ featuring with reinforcement learning mechanism to capture feedbacks from different circumstances on the board. Computer acquires intelligences through learning to maximize the long-term benefits.

hear icon hear

👂 An assistive technology mobile app that aids in communicating with the hearing impaired, through sentiment analysis and augmented reality.

pitchperfect icon pitchperfect

Sing with Me is a Java-based application which applies AMDF pitch detection to enhance the musicality of the tone deaf by training their ablities to sing different notes.

pygaggle icon pygaggle

a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

qbert icon qbert

Qbert game written in python that featured with probabilistic generation of enemies, various difficulty levels and serialization of game state.

salealert icon salealert

A sale alert that periodically tracks real-time price online and sends reminder via Email whenever there is a price drop. The script is written in Python and Bash, with supports of BeautifulSoup.

steamrecommendersystem icon steamrecommendersystem

A recommender system built upon the user behaviors & game statistics collected by Steam. Methods experimented in this project include: Popularity based and Collaborative filtering.

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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