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isabella232's Projects

tensorflow-lifetime-value icon tensorflow-lifetime-value

Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.

tensorflow-nata icon tensorflow-nata

Our model uses a convolutional neural network and TensorFlow to infer if an image is a Pastel de Nata or not. We trained it with thousands of Portuguese egg custard tart (Pasteis de Nata) images and other non related images to get the "Nata or Not" classifier.

tensorflow-recommendation-wals icon tensorflow-recommendation-wals

An end-to-end solution for website article recommendations based on Google Analytics data. Uses WALS matrix-factorization in TensorFlow, trained on Cloud ML Engine. Recommendations served with App Engine Flex and Cloud Endpoints. Orchestration is performed using Airflow on Cloud Composer. See the solution tutorials at:

tensorflow-recorder icon tensorflow-recorder

TFRecorder makes it easy to create TensorFlow records (TFRecords) from Pandas DataFrames and CSVs files containing images or structured data.

tensorflow-vdsr icon tensorflow-vdsr

A tensorflow implementation of "Accurate Image Super-Resolution Using Very Deep Convolutional Networks", CVPR 16'

tensorflow-without-a-phd icon tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

tensorflow_macos icon tensorflow_macos

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

tensorman icon tensorman

Utility for easy management of Tensorflow containers

tensornetwork icon tensornetwork

A library for easy and efficient manipulation of tensor networks.

tensorpipe icon tensorpipe

A tensor-aware point-to-point communication primitive for machine learning

tensorstore-1 icon tensorstore-1

Library for reading and writing large multi-dimensional arrays.

tensorwatch icon tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

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