Alex Andonian (alexandonian)

alexandonian

Geek Repo

Company:MIT CSAIL

Location:Cambridge, MA

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Alex Andonian's repositories

pretorched-x

Pretrained Image & Video ConvNets and GANs for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Temporal Relation Networks, BigGANs StyleGANs, etc.

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contrastive-feature-loss

PyTorch implementation of Contrastive Feature Loss for Image Prediction (AIM Workshop at ICCV 2021)

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relational-set-abstraction

We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos (ECCV 2020, in PyTorch)

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.tmux

Oh My Tmux! My pretty + versatile tmux configuration that just works (imho the best tmux configuration)

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ptutils

PyTorch utilities for neural network research.

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auth-helpers

A collection of framework specific Auth utilities for working with Supabase.

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awesome

:sunglasses: Curated list of awesome lists

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BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

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detectorch

Detectorch - detectron for PyTorch

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eleutherai-gpt-neox

An implementation of model parallel GPT-3-like models on GPUs, based on the DeepSpeed library. Designed to be able to train models in the hundreds of billions of parameters or larger.

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faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

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FileLock

Python FileLock library

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gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

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gpustat

đź“Š A simple command-line utility for querying and monitoring GPU status

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grad-cam-pytorch

PyTorch implementation of Grad-CAM

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lintel

A Python module to decode video frames directly, using the FFmpeg C API.

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maskgit

Official Jax Implementation of MaskGIT

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neural-mmo

Neural MMO - A Massively Multiagent Game Environment

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neural-nets

Code and Jupyter Notebook to accompany the problems in coding_task.pdf

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open_clip

An open source implementation of CLIP.

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prezto

The configuration framework for Zsh

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python-cheatsheet

Comprehensive Python Cheatsheet

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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qmk_firmware

Open-source keyboard firmware for Atmel AVR and Arm USB families

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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.

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torchvideo

:movie_camera: Datasets, transforms and samplers for video in PyTorch

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transformers

đź“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

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vision

Datasets, Transforms and Models specific to Computer Vision

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