Loss-landscape Alternatives

Similar projects and alternatives to loss-landscape

• TorchDrift

  1 302 0.0 Jupyter Notebook loss-landscape VS TorchDrift

  Drift Detection for your PyTorch Models

  

• deepchecks

  1 3,323 8.6 Python loss-landscape VS deepchecks

  Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

  

• InfluxDB

  www.influxdata.com

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• cleverhans

  1 6,008 0.0 Jupyter Notebook loss-landscape VS cleverhans

  An adversarial example library for constructing attacks, building defenses, and benchmarking both

  

• shapash

  1 2,640 8.6 Jupyter Notebook loss-landscape VS shapash

  🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

  

• backpack

  1 538 2.8 Python loss-landscape VS backpack

  BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.

• cockpit

  1 468 0.0 Python loss-landscape VS cockpit

  Cockpit: A Practical Debugging Tool for Training Deep Neural Networks (by f-dangel)

• uncertainty-toolbox

  1 1,711 10.0 Python loss-landscape VS uncertainty-toolbox

  Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

  

• WorkOS

  workos.com

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  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• explainerdashboard

  1 2,221 8.0 Python loss-landscape VS explainerdashboard

  Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

• WeightWatcher

  1 1,388 9.2 Python loss-landscape VS WeightWatcher

  The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

  

• yellowbrick

  1 4,192 2.8 Python loss-landscape VS yellowbrick

  Visual analysis and diagnostic tools to facilitate machine learning model selection.

  

• captum

  1 4,540 8.4 Python loss-landscape VS captum

  Model interpretability and understanding for PyTorch

  

• AIX360

  1 1,522 8.2 Python loss-landscape VS AIX360

  Interpretability and explainability of data and machine learning models

  

• Transformer-MM-Explainability

  1 701 0.0 Jupyter Notebook loss-landscape VS Transformer-MM-Explainability

  [ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

• pytea

  1 309 1.8 TypeScript loss-landscape VS pytea

  PyTea: PyTorch Tensor shape error analyzer

  

• delve

  1 77 4.0 Python loss-landscape VS delve

  PyTorch model training and layer saturation monitor (by delve-team)

  

• vivit

  1 17 0.0 Python loss-landscape VS vivit

  [TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivatives & Newton steps

• SaaSHub

  www.saashub.com

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  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives