BrodyMcNutt

BrodyMcNutt's Stars

• RobustBench/robustbench

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

  Language:Python68098

• facebookresearch/fisher_information_loss

  This code reproduces the results of the paper, "Measuring Data Leakage in Machine-Learning Models with Fisher Information"

  Language:Python508

• tuplex/tuplex

  Tuplex is a parallel big data processing framework that runs data science pipelines written in Python at the speed of compiled code. Tuplex has similar Python APIs to Apache Spark or Dask, but rather than invoking the Python interpreter, Tuplex generates optimized LLVM bytecode for the given pipeline and input data set.

  Language:C++80945

• YixuanLi/convergent_learning

  Code for paper "Convergent Learning: Do different neural networks learn the same representations?"

  Language:Jupyter Notebook8529

• Project-MONAI/MONAI

  AI Toolkit for Healthcare Imaging

  Language:Python6k1.1k

• DHMC-EDIT/WSI-GTFE

  Topological Feature Extraction on Whole Slide Images using Graph Neural Networks.

  1

• adap/flower

  Flower: A Friendly Federated AI Framework

  Language:Python5.2k893

• IBM/KL-fusion

  This repository contains code for our ICML 2020 paper "Model Fusion with Kullback–Leibler Divergence", S. Claici, M. Yurochkin, S. Ghosh and J. Solomon.

  Language:Python95

• IBM/SPAHM

  Code for NeurIPS 2019 paper "Statistical Model Aggregation via Parameter Matching"

  Language:Jupyter Notebook66

• FedML-AI/FedGraphNN

  FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

  18042

• xxlya/Fed_ABIDE

  impelmentation of https://arxiv.org/pdf/2001.05647.pdf

  Language:Python3010

• datashield/datashield-infrastructure

  Infrastructure set up code, examples and puppet environments for datashield

  Language:Puppet52

• ziyili20/DistributedLearningPredictor

  Repository for Distributed Learning Prediction Models

  Language:Python53

• pytorch/captum

  Model interpretability and understanding for PyTorch

  Language:Python5k503

• BorealisAI/advertorch

  A Toolbox for Adversarial Robustness Research

  Language:Jupyter Notebook1.3k198

• facebookresearch/fairseq

  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

  Language:Python30.7k6.4k

• autonomio/talos

  Hyperparameter Experiments with TensorFlow and Keras

  Language:Python1.6k268

• tensortrade-org/tensortrade

  An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

  Language:Python4.6k1k

• notadamking/RLTrader

  A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

  Language:Python1.7k538

• IBM/probabilistic-federated-neural-matching

  Bayesian Nonparametric Federated Learning of Neural Networks

  Language:Python14030

• brannondorsey/PassGAN

  A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

  Language:Python1.8k362

• rasbt/deeplearning-models

  A collection of various deep learning architectures, models, and tips

  Language:Jupyter Notebook16.8k4k

• litian96/FedProx

  Federated Optimization in Heterogeneous Networks (MLSys '20)

  Language:Python655160

• benedekrozemberczki/pytorch_geometric_temporal

  PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

  Language:Python2.7k378

• pyg-team/pytorch_geometric

  Graph Neural Network Library for PyTorch

  Language:Python21.6k3.7k

• PrivateUtility/PrivateUtility

  This repo to to host work investigating the tradeoff between privacy and utility in machine learning.

  Language:Python11

• FederatedAI/FATE

  An Industrial Grade Federated Learning Framework

  Language:Python5.7k1.6k

• OpenMined/PyGrid-deprecated---see-PySyft-

  A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science

  Language:Python616216

• OpenMined/PyDP

  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy

  Language:Python510139

• OpenMined/TenSEAL

  A library for doing homomorphic encryption operations on tensors

  Language:C++851157