Brandon Amos (bamos)

bamos

Geek Repo

Company:Meta AI (FAIR)

Location:NYC

Home Page:http://bamos.github.io

Twitter:@brandondamos

Github PK Tool:Github PK Tool


Organizations
adobe-research
cmu-rdr
cparse
locuslab
VT-Magnum-Research

Brandon Amos's repositories

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thesis

Differentiable Optimization-Based Modeling for Machine Learning

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block

An intelligent block matrix library for numpy, PyTorch, and beyond.

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dotfiles

♥ Linux, xmonad, emacs, vim, zsh, tmux

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zsh-history-analysis

Plot your .zsh_history.

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python-scripts

Short and fun Python scripts.

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reading-list

My reading list.

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setGPU

Small Python library to automatically set CUDA_VISIBLE_DEVICES to the least loaded device on multi-GPU systems.

parsec-benchmark

An unofficial mirror of the core PARSEC 3.0 benchmark suite with patches to run on x86_64 Arch Linux and generalize builds.

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HowToTrainYourMAMLPytorch

The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.

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higher-1

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

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ott

Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.

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covid-19-data

An ongoing repository of data on coronavirus cases and deaths in the U.S.

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cvxpy

A Python-embedded modeling language for convex optimization problems.

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cvxpylayers

Differentiable convex optimization layers

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diffcp

Differentiation through cone programs.

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functorch

functorch is JAX-like composable function transforms for PyTorch.

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icml_2019

Notes for ICML 2019

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intro_dgm

An Introduction to Deep Generative Modeling: Examples

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osqp-python

Python interface for OSQP

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pis

[ICLR 2022] Path integral sampler

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proto

Proto-RL: Reinforcement Learning with Prototypical Representations

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schuller-geometric

Source code for lecture notes

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scs

C package that solves convex cone problems via operator splitting

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scs-python

Python interface for SCS

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vision

Datasets, Transforms and Models specific to Computer Vision

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