TensorFlow   4704

« earlier    

Magenta
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
dmclark53/Wine-Quality
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

« earlier    

related tags

ai  alpha-go  alphago  and  api  architecture  art  artificial-intelligence  asr  benchmark  blog  blogs  boilerplate  bokeh  books  bricolage  capsule  clojure  cloud  cmle  computervision  courses  cuda  data  deep-learning  deep  deep_learning  deepfake  deepfakes  deeplearning  deployment  development  differential  drorayalon  eager  english  equation  ethics  example  examples  experimentsinstorytelling  fastai  financial  fizzbuzz  fun  funny  gcp  gettingstarted  github  go  golang  google  googlecloud  gradientboosting  guides  image  image_recognition  interview  itp  java  jupyter  kaggle  keras  kinect  kubernetes  learning  lite  lstm  machine-learning  machine.learning  machine  machine_learning  machinelearning  machinlearning  marmelade  math  minigo  ml  mobile  models  moi  motion-tracking  motioncapture  multigpu  music  ner  neural-network  neural.networks  neuralnets  neuralnetwork  neuralnetworks  nlp  nms  nsfw  objectdetection  opencv  opensource  orfleisher  performace  pipeline  programming  python  pytorch  r  raspberrypi  recognition  reference  reinforcement-learning  research  resources  rnn  rstats  scikitlearn  skeleton  sklearn  slides  structured-data  tensorboar  tensorflow  time+series  top  toread  tpu  trees  tutorial  tutorials  tweetit  twitter  video  visualization  vs  webcam  wide-and-deep  wide  wordvectors  work  xstory 

Copy this bookmark:



description:


tags: