Oregon

Patrick Emami

Elite
@pemami4911

Machine Learning Research Scientist at National Renewable Energy Lab. Scientific foundation models | AI for Clean Energy

neural-combinatorial-rl-pytorch. PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

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deep-rl. Collection of Deep Reinforcement Learning algorithms

300

POMDPy. POMDPs in Python.

257

awesome-hyperparams. A curated list of awesome hyperparameters for deep learning

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sinkhorn-policy-gradient.pytorch. Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"

41

EfficientMORL. EfficientMORL (ICML'21)

22

REBAR-pytorch. Implementation of REBAR in PyTorch

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ppde. Official repository for "Plug & Play Directed Evolution for Proteins with Gradient-Based Discrete MCMC"

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neural-combinatorial-rl-tensorflow. in progress

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pemami4911.github.io. https://pemami4911.github.io

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Nonlinear-Programming-Exercises. Programming exercises from Nonlinear Programming (3rd Edition) by Dimitri P. Bertsekas

4

IODINE.pytorch. Unofficial PyTorch implementation of IODINE https://arxiv.org/abs/1903.00450

4

TF-Queues-Full-MNIST-Example. Python

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MobileDR. MobileDR + traffic radar for vehicle tracking at traffic intersections.

3

nvm-utils. utils for .nvm files from VisualSFM (http://ccwu.me/vsfm/)

2

esm_one_hot. Python

2

symmetric-and-object-centric-world-models. Code accompanying "A Symmetric and Object-Centric World Model for Stochastic Environments" https://github.com/orlrworkshop/orlrworkshop.github.io/blob/master/pdf/ORLR_3.pdf

2

ML-practice. Python

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distributed-systems. Learning how to code distributed systems with Elixir

2

traj-dist. A python package for computing distance between 2D trajectories.

1

DQN-tensorflow. Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

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machine-learning-practice.pytorch. Implementations of various machine learning algorithms from scratch for practice.

1

ppi-with-stacked-autoencoders. Jupyter Notebook

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genesis.pytorch. Unofficial PyTorch implementation of GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations

1

Osprey. CEN3031 Intro to Software Engineering // Health Accelerator // Osprey

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