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Joe's Projects

fastfold icon fastfold

Optimizing Protein Structure Prediction Model Training and Inference on GPU Clusters

fauxpilot icon fauxpilot

FauxPilot - an open-source GitHub Copilot server

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This is a Tensor Train based compression library to compress sparse embedding tables used in large-scale machine learning models such as recommendation and natural language processing. We showed this library can reduce the total model size by up to 100x in Facebook’s open sourced DLRM model while achieving same model quality. Our implementation is faster than the state-of-the-art implementations. Existing the state-of-the-art library also decompresses the whole embedding tables on the fly therefore they do not provide memory reduction during runtime of the training. Our library decompresses only the requested rows therefore can provide 10,000 times memory footprint reduction per embedding table. The library also includes a software cache to store a portion of the entries in the table in decompressed format for faster lookup and process.

feathr icon feathr

Feathr – An Enterprise-Grade, High Performance Feature Store

feattrack icon feattrack

A web application that allows the user to create "feature requests"...

featuretools icon featuretools

An open source python library for automated feature engineering

ffcreator icon ffcreator

一个基于node.js的高速短视频加工库 A fast short video processing library based on node.js

ffmpeg-android-java icon ffmpeg-android-java

Android java library for FFmpeg binary compiled using https://github.com/writingminds/ffmpeg-android

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PyTorch code for ICIP 2022 paper "A Unified Framework for Masked and Mask-Free Face Recognition via Feature Rectification"

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Multiple file upload plugin with progress-bar, drag-and-drop.

filtrr icon filtrr

Javascript image filters library.

final-form icon final-form

🏁 Framework agnostic, high performance, subscription-based form state management

fire-hpp icon fire-hpp

Fire for C++: Create fully functional CLIs using function signatures

firegram icon firegram

Starting & final course files for the FireGram tutorial (React, Firebase & Framer Motion) on Brad Traversy's YouTube channel.

firepwd icon firepwd

firepwd.py, an open source tool to decrypt Mozilla protected passwords

firmament icon firmament

NodeJS script and Docker files to create MySQL/MongoDB backed AngularJS/Bootstrap web application

flame icon flame

A minimalist Flutter game engine

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