Deep Learning

https://github.com/tensorflow/lucid
Lucid is a collection of infrastructure and tools for research in neural network interpretability. #Framework
https://github.com/greentfrapp/lucent

GitHub

GitHub - tensorflow/lucid: A collection of infrastructure and tools for research in neural network interpretability.

A collection of infrastructure and tools for research in neural network interpretability. - tensorflow/lucid

77 viewsVadim, 23:27

Deep Learning

https://umap-learn.readthedocs.io/en/latest/ Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction. #Framework #Tools

76 viewsVadim, 18:16

Deep Learning

https://shap.readthedocs.io/en/latest/index.html
SHAP (SHapley Additive exPlanations) is a game theoretic approach to explain the output of any machine learning model. It connects optimal credit allocation with local explanations using the classic Shapley values from game theory and their related extensions.
#Framework

76 viewsVadim, 23:43

Deep Learning

https://docs.determined.ai/latest/index.html#
#Framework distributed training, hyperparameter tuning

https://www.determined.ai/blog/data-version-control-determined

Determined AI

Managing ML Training Data with DVC and Determined

Tracking machine learning data sets made easy with Data Version Control (DVC) and Determined.

62 viewsVadim, edited 03:18

Deep Learning

https://keras.io/keras_tuner/
#Framework KerasTuner is an easy-to-use, scalable hyperparameter optimization framework that solves the pain points of hyperparameter search.

keras.io

Keras documentation: KerasTuner

❤1

67 viewsVadim, 03:24

Deep Learning

https://www.microsoft.com/en-us/research/project/document-ai/
Microsoft Document AI (Intelligent Document Processing) #Framework

61 viewsVadim, 11:11

Deep Learning

https://github.com/yzhao062/pyod outlier/anomaly detection - many methods in one library #framework #library

GitHub

GitHub - yzhao062/pyod: A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques - yzhao062/pyod