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Steven Du's Projects

openseq2seq icon openseq2seq

Toolkit for efficient experimentation with various sequence-to-sequence models

opensfm icon opensfm

Open Source Structure from Motion pipeline

opensmile icon opensmile

A github repo of the openSMILE feature extraction tool.

openunreid icon openunreid

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

oqa icon oqa

Open Question Answering

orange3-timeseries icon orange3-timeseries

🍊 :chart_with_upwards_trend: Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data.

osmdeepod icon osmdeepod

OSMDeepOD - OSM and Deep Learning based Object Detection from Aerial Imagery (formerly known as "OSM-Crosswalk-Detection")

oss-automatic-bug-assignment icon oss-automatic-bug-assignment

This repository contains the source code used in the experiments of the Master's Thesis "Tuning of machine learning algorithms for automatic bug assignment" (Daniel Artchounin), conducted on Eclipse JDT and Mozilla Firefox. In this Master's Thesis, a systematic four-step method to find some of the best configurations of several machine learning algorithms intending to solve the automatic bug assignment problem has been introduced. This method has been evaluated on 66 066 bug reports of Ericsson, 24 450 bug reports of Eclipse JDT and 30 358 bug reports of Mozilla Firefox.

otto icon otto

Code for Kaggle Otto Production Classification Challenge

outlier-detect icon outlier-detect

Code that implements the novel outlier detection algorithms from my Ph.D. dissertation.

overcoming-exploration-from-demos icon overcoming-exploration-from-demos

Implementation on the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI

oxlm icon oxlm

OxLM: Oxford Neural Language Modelling Toolkit

p2 icon p2

Misc projects from my Chromebook Ubuntu environment

pac-man icon pac-man

Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. It comes with a cool GUI (Undergraduate Thesis)

paddlenlp icon paddlenlp

An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.

paddleocr icon paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

pai icon pai

Resource scheduling and cluster management for AI

panda3d icon panda3d

The Panda3D free open-source cross-platform game engine

panet icon panet

PANet for Instance Segmentation and Object Detection

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