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jeffgan99's Projects

desk-lm icon desk-lm

Desk-LM is a python environment for training machine learning models

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dlv icon dlv

Safety Verification of Deep Neural Networks

donkeycar icon donkeycar

Open source hardware and software platform to build a small scale self driving car.

draco icon draco

Draco is a library for compressing and decompressing 3D geometric meshes and point clouds. It is intended to improve the storage and transmission of 3D graphics.

dream icon dream

Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning

driving-benchmarks icon driving-benchmarks

Repository to store different driving benchmarks that run on the CARLA simulator

drl_grasping icon drl_grasping

Deep Reinforcement Learning for Robotic Grasping from Octrees

ea-wgcn icon ea-wgcn

A Weighted GCN with Logical Adjacency Matrix for Relation Extraction (ECAI2020)

easy-fpn.pytorch icon easy-fpn.pytorch

An easy implementation of FPN (https://arxiv.org/pdf/1612.03144.pdf) in PyTorch.

ecg-mit-bih icon ecg-mit-bih

ECG classification using MIT-BIH data, a deep CNN learning implementation of Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network, https://www.nature.com/articles/s41591-018-0268-3 and also deploy the trained model to a web app using Flask, introduced at

ecg_detector icon ecg_detector

An automatic electrocardiogram detector using convolutional neural network.

ecg_gan_mbd icon ecg_gan_mbd

This repository is for the paper "Synthesis of Realistic ECG using Generative Adversarial Networks".

empir icon empir

Source code for the paper EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness against Adversarial Attacks

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