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pytorch_geometric

Graph Neural Network Library for PyTorch

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

lab

A customisable 3D platform for agent-based AI research

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

Deedy-Resume

A one page , two asymmetric column resume template in XeTeX that caters to an undergraduate Computer Science student

PerceptualSimilarity

LPIPS metric. pip install lpips

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks]

pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

symbolicai

Compositional Differentiable Programming Library

neural-hash-collider

Preimage attack against NeuralHash 💣

robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]

rl-starter-files

RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

world-models

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

manifold_mixup

Code for reproducing Manifold Mixup results (ICML 2019)

MINE-Mutual-Information-Neural-Estimation-

A pytorch implementation of MINE(Mutual Information Neural Estimation)

PaSST

Efficient Training of Audio Transformers with Patchout

DeepCCA

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.

mine-pytorch

Mutual Information Neural Estimation in Pytorch

human-id

💃🆔 Generates human readable identifier strings by chaning common (short) words of the english language.

jawanndenn

:date: Simple alternative to Doodle polls and scheduling (Python 3, Django 5, some JavaScript)

PyTorch_Video_Dataset

Video dataset class for loading videos in PyTorch using Dataloader

VLaMP

Code for “Pretrained Language Models as Visual Planners for Human Assistance”

BalancingGroups

Simple data balancing baselines for worst-group-accuracy benchmarks.

cifar5m

CIFAR-5m dataset

audioLIME

audioLIME: Listenable Explanations Using Source Separation

ivector_extractor

an ivector extractor in total variability space

dcase_datalist

Collection of DCASE related datasets

bpda

Balancing Principle for Unsupervised Domain Adaptation

musym-GDL

Geometric Deep Learning Applied on Symbolic Music Scores

FuncRegr4DomGen