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Cognizant AI Labs

Public code from the Cognizant Evolutionary AI Research team

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  1. covid-xprize covid-xprize Public

    Open-source repository containing examples and documentation for the Cognizant XPRIZE Pandemic Response Challenge

    Python 37 76

  2. autoinit autoinit Public

    AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks

    Python 27 3

  3. aquasurf aquasurf Public

    Efficient Activation Function Optimization through Surrogate Modeling

    Python 9 1

  4. rio-paper rio-paper Public

    Code and supporting materials for the ICLR 2020 RIO paper

    Python 8 2

  5. TaylorGLO TaylorGLO Public

    Optimizing Loss Functions Through Multivariate Taylor Polynomial Parameterization

    Python 6 1

  6. red-paper red-paper Public

    Source codes for reproducing the experimental results in RED paper (published in AAAI2022)

    Python 5 1

Repositories

Showing 10 of 13 repositories
  • en-roads-py Public

    Automatic Decision Making for Climate Change

    cognizant-ai-labs/en-roads-py’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Dec 12, 2024
  • sepx-paper Public

    This repo contains the source codes for regenerating the experimental results in the SEPX paper (published in ICML 2023).

    cognizant-ai-labs/sepx-paper’s past year of commit activity
    Python 2 0 0 0 Updated Nov 1, 2024
  • semantic-density-paper Public

    This repo contains the source code for reproducing the experimental results in semantic density paper (Neurips 2024)

    cognizant-ai-labs/semantic-density-paper’s past year of commit activity
    Python 2 0 0 0 Updated Nov 1, 2024
  • rhea-demo Public

    Implementation of RHEA in a synthetic domain

    cognizant-ai-labs/rhea-demo’s past year of commit activity
    Python 1 Apache-2.0 1 0 0 Updated Oct 25, 2024
  • covid-xprize Public

    Open-source repository containing examples and documentation for the Cognizant XPRIZE Pandemic Response Challenge

    cognizant-ai-labs/covid-xprize’s past year of commit activity
    Python 37 76 0 1 Updated Oct 3, 2024
  • rio-paper Public

    Code and supporting materials for the ICLR 2020 RIO paper

    cognizant-ai-labs/rio-paper’s past year of commit activity
    Python 8 2 0 0 Updated Dec 10, 2023
  • aquasurf Public

    Efficient Activation Function Optimization through Surrogate Modeling

    cognizant-ai-labs/aquasurf’s past year of commit activity
    Python 9 1 0 0 Updated Oct 3, 2023
  • act-bench Public

    Activation function benchmark datasets Act-Bench-CNN, Act-Bench-ResNet, and Act-Bench-ViT

    cognizant-ai-labs/act-bench’s past year of commit activity
    Shell 0 0 0 0 Updated Oct 3, 2023
  • red-paper Public

    Source codes for reproducing the experimental results in RED paper (published in AAAI2022)

    cognizant-ai-labs/red-paper’s past year of commit activity
    Python 5 1 1 0 Updated May 26, 2023
  • autoinit Public

    AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks

    cognizant-ai-labs/autoinit’s past year of commit activity
    Python 27 3 0 1 Updated Oct 26, 2022
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