TensorFlow   4704

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Magenta is a research project exploring the role of machine learning in the process of creating art and music. Primarily this involves developing new deep learning and reinforcement learning algorithms for generating songs, images, drawings, and other materials. But it's also an exploration in building smart tools and interfaces that allow artists and musicians to extend (not replace!) their processes using these models.
art  music  neural-network  TensorFlow  blog  programming  machine-learning 
20 hours ago by squishyrobot
nikhilk/node-tensorflow: Node.js + TensorFlow
TensorFlow is Google's machine learning runtime. It is implemented as C++ runtime, along with Python framework to support building a variety of models, especially neural networks for deep learning.

From Nikhil

It is interesting to be able to use TensorFlow in a node.js application using just JavaScript (or TypeScript if that's your preference). However, the Python functionality is vast (several ops, estimator implementations etc.) and continually expanding. Instead, it would be more practical to consider building Graphs and training models in Python, and then consuming those for runtime use-cases (like prediction or inference) in a pure node.js and Python-free deployment. This is what this node module enables.

This module takes care of the building blocks and mechanics for working with the TensorFlow C API, and instead provides an API around Tensors, Graphs, Sessions and Models.

This is still in the works, and recently revamped to support TensorFlow 1.4+.
machinelearning  TensorFlow 
2 days ago by amy
Data cleanup -> TF -> bokeh visualization
jupyter  tensorflow  bokeh 
3 days ago by davewsmith
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 
4 days ago by pmigdal

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