Kevin Du's repositories

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brunoflow

A simple, well-documented, pedagogical deep learning framework implemented entirely in Python

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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

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CapConstructor

Directs the CLICK program logic controller of an assistive machine that helps persons with disabilities assemble grinder caps

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codify

Whiteboard -> IDE

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CometDetector-OhioSupercomputerCenter

Detects comets in images of the sun from the SOHO LASCO C2 telescope

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RevSearch-HackKSU

Enhancing Amazon search via product reviews

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diplomacy

Diplomacy: DATC-Compliant Game Engine with Web Interface

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expectation-maximization

EM algorithm applied to mixture of Gaussians

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fastai

The fast.ai deep learning library, lessons, and tutorials

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FoodByTheNumbers

Brown Datathon 2018, analyses and visualizations of Upserve restaurant data

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instant-api-py

A python script that creates a simple server from a given JSON file.

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jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

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kdu4108.github.io

Personal website

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lets-label-data

Tool to streamline the process of labelling data

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lm_zoo

Self-implementations of different language models

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ndr

The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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simple_rl

A simple framework for experimenting with Reinforcement Learning in Python.

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SpeedSnakeGame

A variant of "Snake" where the snake gets faster instead of growing a tail

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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WordNet-Format-Conversion

Script to convert WordNet from XML/LMF format to and from Princeton WNDB.

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WordNetEmbeddings

Obtaining word embeddings from a WordNet ontology

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