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reference

Reference implementations of MLPerf benchmarks

show-attend-and-tell

TensorFlow Implementation of "Show, Attend and Tell"

skill-sample-nodejs-buttons-trivia

This is a sample trivia skill that will allow developers to get a head start on their trivia games using Echo Buttons. It allows for roll-call of the players, asking trivia questions, and determining whether the voice inputs matched the answers.

sonnet

TensorFlow-based neural network library

spark-recommendation-engine

spinningup

An educational resource to help anyone learn deep reinforcement learning.

sre-interview-prep-guide

Site Reliability Engineer Interview Preparation Guide

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

style2paints

sketch + style = paints :art:

system-design-interview

System design interview for IT companies

system-design-interview-questions

A curated list of System Design interview questions for SDE-1 (Experienced),SDE-2 and above.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

system_design

Preparation links and resources for system design questions

tech-interview-handbook

💯 Algorithms study materials, behavioral content and tips for rocking your coding interview

tensorflow-101

TensorFlow Tutorials

tensorflow-cn

简单粗暴TensorFlow | A Concise Handbook of TensorFlow

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

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

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

tensorflow_examples

tensorflow_exercises

The codes I made while I practiced various TensorFlow examples

tensorflow_fasttext

Simple embedding based text classifier inspired by fastText, implemented in tensorflow

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

text-to-image

Generative Adversarial Text to Image Synthesis / Please Star -->

tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

tries

The platform provider free product and cash prize for customer

uis-rnn

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.