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Nuno Lourenco's Projects

baico icon baico

An Open Source Benchmark for Analog IC Optimization

dgemo icon dgemo

[NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

foundations_of_hpc_2022 icon foundations_of_hpc_2022

Lecture slides, codes and materials for both the basic and advanced "Foundations of HPC" courses @UniTS, "Data Science and Scientific Computing"

gdsfactory icon gdsfactory

An open source platform for end to-end photonic chip design and validation

haicas-rl icon haicas-rl

Reinforcement Learning for Analog Design Automation

pacosyt icon pacosyt

PACOSYT: a Machine Learning based PAssive COmponent SYthesis Tool

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

ufdtd icon ufdtd

Content for "Understanding the FDTD Method" by John B. Schneider

xyce icon xyce

The Xyce™ Parallel Electronic Simulator

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