AIX360 Alternatives

Similar projects and alternatives to AIX360

• deepchecks

  15 3,338 8.6 Python AIX360 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.

  

• captum

  11 4,552 8.4 Python AIX360 VS captum

  Model interpretability and understanding for PyTorch

  

• WorkOS

  workos.com sponsored

  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.

  

• cleverhans

  3 6,008 0.0 Jupyter Notebook AIX360 VS cleverhans

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

  

• AIF360

  6 2,305 7.3 Python AIX360 VS AIF360

  A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

  

• shapash

  8 2,642 8.6 Jupyter Notebook AIX360 VS shapash

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

  

• explainable-cnn

  1 212 5.3 Python AIX360 VS explainable-cnn

  📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

• backpack

  2 539 2.8 Python AIX360 VS backpack

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

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• DiCE

  2 1,267 8.2 Python AIX360 VS DiCE

  Generate Diverse Counterfactual Explanations for any machine learning model.

  

• awesome-shapley-value

  1 127 3.2 AIX360 VS awesome-shapley-value

  Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)

  

• pytea

  3 310 1.8 TypeScript AIX360 VS pytea

  PyTea: PyTorch Tensor shape error analyzer

  

• WeightWatcher

  4 1,392 9.2 Python AIX360 VS WeightWatcher

  The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

  

• TorchDrift

  1 302 0.0 Jupyter Notebook AIX360 VS TorchDrift

  Drift Detection for your PyTorch Models

  

• DALEX

  2 1,318 5.5 Python AIX360 VS DALEX

  moDel Agnostic Language for Exploration and eXplanation

  

• Transformer-MM-Explainability

  3 701 0.0 Jupyter Notebook AIX360 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.

• cockpit

  3 468 0.0 Python AIX360 VS cockpit

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

• yellowbrick

  2 4,194 2.8 Python AIX360 VS yellowbrick

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

  

• loss-landscape

  2 2,642 0.0 Python AIX360 VS loss-landscape

  Code for visualizing the loss landscape of neural nets

• explainerdashboard

  2 2,224 8.0 Python AIX360 VS explainerdashboard

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

• uncertainty-toolbox

  1 1,711 10.0 Python AIX360 VS uncertainty-toolbox

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

  

• delve

  1 77 4.0 Python AIX360 VS delve

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

  

• SaaSHub

  www.saashub.com sponsored

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