pmigdal + tensorflow   41

Sequence Tagging with Tensorflow
GloVe + character embeddings + bi-LSTM + CRF for Sequence Tagging (Named Entity Recognition, NER, POS) - NLP example of bidirectionnal RNN and CRF in Tensorflow
ner  lstm  tensorflow 
february 2018 by pmigdal
vahidk/EffectiveTensorflow: TensorFlow tutorials and best practices.
EffectiveTensorflow - TensorFlow tutorials and best practices.
tensorflow 
august 2017 by pmigdal
Visualizing TensorFlow Graphs in Jupyter Notebooks
Prerequisites: This article assumes you are familiar with the basics of Python, TensorFlow, and Jupyter notebooks. We won't use any of the advanced TensorFlo...
jupyter-notebook  tensorflow  tensorboard 
june 2017 by pmigdal
Machine Learning with TensorFlow - Machine Learning
When you're just starting out in the data science field, how do you get started creating machine learning applications? The answer is TensorFlow, a new open source machine learning library from Google. Learn about it here.
tensorflow  linear-regression  machine-learning 
april 2017 by pmigdal
Learning to Learn by Gradient Descent by Gradient Descent
When I first came across DeepMind’s paper “Learning to learn by gradient descent by gradient descent”, my reaction was “Wow, how on earth does that work?”. Unfortunately, my first read-through of the…
tensorflow  meta-learning  deep-learning  gradient-descent 
april 2017 by pmigdal
Heumi/Fast_Multi_Style_Transfer-tf: Implementation of Google Brain's A Learned Representation For Artistic Style in Tensorflow
Fast_Multi_Style_Transfer-tf - Implementation of Google Brain's A Learned Representation For Artistic Style in Tensorflow
neural-style  deep-learning  tensorflow 
march 2017 by pmigdal
AWS GPU TensorFlow Docker · fluxcapacitor/pipeline Wiki
pipeline - PipelineIO: End-to-End ML and AI Platform for Real-time Spark and Tensorflow Data Pipelines
aws  tensorflow  docker 
january 2017 by pmigdal
pender/chatbot-rnn: A toy chatbot powered by deep learning and trained on data from Reddit
chatbot-rnn - A toy chatbot powered by deep learning and trained on data from Reddit
chatbot  tensorflow 
january 2017 by pmigdal
The Good, Bad, & Ugly of TensorFlow
A survey of six months rapid evolution (+ tips/hacks and code to fix the ugly stuff) We've been using TensorFlow in daily research and...
tensorflow 
may 2016 by pmigdal
TFLearn
Documentation for TFLearn, a deep learning library featuring a higher-level API for TensorFlow.
tensorflow  deep-learning  python 
april 2016 by pmigdal

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