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Tiravat (TO) Assavapokee's Projects

tensorflow-recommendation-wals icon tensorflow-recommendation-wals

An end-to-end solution for website article recommendations based on Google Analytics data. The model is based on matrix-factorization using the WALS algorithm, in TensorFlow, trained on Cloud ML Engine. Recommendations are served using App Engine Flex with Cloud Endpoints. Orchestration of model training and updating is performed using Airflow, running on Cloud Composer or GKE.

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.

tesseract icon tesseract

Tesseract Open Source OCR Engine (main repository)

tf-pose-estimation icon tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

tf-rl-workshop icon tf-rl-workshop

TensorFlow with Deep Learning Workshop on Reinforcement Learning

tfjs icon tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.

tflearn icon tflearn

Deep learning library featuring a higher-level API for TensorFlow.

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