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Vineet J Nair (vineetjnair9)

vineetjnair9

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Company:Massachusetts Institute of Technology

Location:Cambridge, MA

Home Page:https://vineetjnair9.github.io/

Twitter:@vineetjnair9

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Vineet J Nair's starred repositories

google-research

Google Research

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weatherbench2

A benchmark for the next generation of data-driven global weather models.

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graphcast

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xmanager

A platform for managing machine learning experiments

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jaxde

Prototypes of differentiable differential equation solvers in JAX.

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pyiso

Python client libraries for ISO and other power grid data sources.

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gridstatus

Extract data from ISOs and other energy grid sources

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optax

Optax is a gradient processing and optimization library for JAX.

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pinn_burgers

Physics Informed Neural Network (PINN) for Burgers' equation.

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deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

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flax

Flax is a neural network library for JAX that is designed for flexibility.

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dm-haiku

JAX-based neural network library

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IguanaTex

A PowerPoint add-in allowing you to insert LaTeX equations into PowerPoint presentations on Windows and Mac

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us_der_dataset

Continental United States Distributed Energy Resources(DER) Dataset

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irep_2022_closing_the_loop

Implementation of the work "Closing the Loop: A Framework for Trustworthy Machine Learning in Power Systems" submitted to IREP 2022

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smart_grid_comm_2021_RK_PINN

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cdc_2021_capturing_power_system_dynamics

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PINNs_transient_stability_analysis

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PINN_system_identification

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power-systems-optimization

Power systems optimization course materials

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MIPLearn

Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (ML)

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torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

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easy-neural-ode

Code for the paper "Learning Differential Equations that are Easy to Solve"

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PowerPlots.jl

Functions plot PowerModels networks

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deepxde

A library for scientific machine learning and physics-informed learning

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mlflow

Open source platform for the machine learning lifecycle

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eng-practices

Google's Engineering Practices documentation

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Pajarito.jl

A solver for mixed-integer convex optimization

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PowerSystemsTestData

Data Repository for the Repositories in Sienna

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