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Stanford University

Emilien Dupont

Elite
@EmilienDupont

Machine Learning is coolbeans 🌴

augmented-neural-odes. Pytorch implementation of Augmented Neural ODEs :sunflower:

558

wgan-gp. Pytorch implementation of Wasserstein GANs with Gradient Penalty

284

neural-processes. Pytorch implementation of Neural Processes for functions and images :fireworks:

238

coin. Pytorch implementation of COIN, a framework for compression with implicit neural representations 🌸

162

neural-function-distributions. Pytorch implementation of Generative Models as Distributions of Functions 🌿

152

coinpp. Pytorch implementation of COIN++ 🍁

76

vae-concrete. Keras implementation of a Variational Auto Encoder with a Concrete Latent Distribution

51

infogan. Keras implementation of InfoGAN (work in progress)

12

optim-trajectories. Visualizing optimization in neural nets using random matrix projections

7

openPitMining. Open Pit Mining example with Gurobi

6

airlineTSP. Solving TSP with Gurobi

5

facilityLocation. Voronoi and facility location example with Gurobi

5

emiliendupont.github.io. Personal website

4

generative-adversarial-network. Keras implementation of a GAN (generative adversarial network)

2

kidneyExchange. Solving the Kidney Exchange Problem with Gurobi

2

markowitz. Markowitz Portfolio Optimization with Gurobi

2

FCNFexample. Fixed Charge Network Flow with Gurobi

2

cs221project. Predicting Yelp Business Ratings using Text Reviews

1

planeLoading. Simpler Cargo Plane Loading Example

1

telecom. Covering regions with telecom towers using Gurobi

1

piecewiseLinear. Demonstration of Piecewise Linear Objectives in Gurobi

1