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Pawan Sasanka Ammanamanchi

Deep Learning in depth. Into all things crypto, Learning about investing and valuations on the side. I love to discuss ideas.
Joined April 2019
8
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was edited byPawan Sasanka Ammanamanchi profile picture
Pawan Sasanka Ammanamanchi
May 3, 2019 9:10 pm
Article  (+86/-62 characters)
  • Convolutional neural net (CNN, ConvNet)
  • Convolutional neural network
...
  • Swift for Tensorflow
...
  • Deep belief network (DBN))
  • Reinforcement learning

Computer Vision

...
  • Reinforcement learning
PyTorchPyTorch was edited byPawan Sasanka Ammanamanchi profile picture
Pawan Sasanka Ammanamanchi
May 3, 2019 9:02 pm
Infobox
Latest version
1.1
SpaCySpaCy was edited byPawan Sasanka Ammanamanchi profile picture
Pawan Sasanka Ammanamanchi
May 3, 2019 9:00 pm
Table  (+1 rows) (+3 cells) (+74 characters)

Title
Author
Link
Type

spaCy 101: Everything you need to know

https://spacy.io/usage/spacy-101

Web

Infobox
Latest version
2.1.3
Latest release
March 23, 2019
PyTorchPyTorch was edited byPawan Sasanka Ammanamanchi profile picture
Pawan Sasanka Ammanamanchi
May 3, 2019 8:56 pm
Infobox
Community forum
https://discuss.pytorch.org/
Latest release
May 1, 2019
Swift for TensorflowSwift for Tensorflow was edited byPawan Sasanka Ammanamanchi profile picture
Pawan Sasanka Ammanamanchi
"This is an early stage deep learning framework."
May 3, 2019 8:38 pm
Topic thumbnail

Swift for Tensorflow

Swift for TensorFlow is a next-generation platform for machine learning, incorporating the latest research across machine learning, compilers, differentiable programming, systems design, and beyond.

Article  (+358 characters)

Swift for TensorFlow is a new way to develop machine learning models. It gives you the power of TensorFlow directly integrated into the Swift programming language.

The core graph program extraction algorithm, automatic differentiation, and Python language interoperability are some of the features of Swift for Tensorflow.

...

This is still an early-stage project.

Infobox
Repository
https://github.com/tensorflow/swift
Website
https://www.tensorflow.org/swift
Written in
C++, Swift
Industry
Machine learning
Machine learning
Deep learning
Deep learning
GitHub
https://github.com/tensorflow/swift
Swift for TensorflowSwift for Tensorflow was created byPawan Sasanka Ammanamanchi profile picture
Pawan Sasanka Ammanamanchi
"Initial topic creation"
May 3, 2019 8:20 pm
Swift for Tensorflow

Swift for Tensorflow

Swift for TensorFlow is a next-generation platform for machine learning, incorporating the latest research across machine learning, compilers, differentiable programming, systems design, and beyond.

Convolutional neural networkConvolutional neural network was edited byPawan Sasanka Ammanamanchi profile picture
Pawan Sasanka Ammanamanchi
"I personally believe, this page has a lot of work to be done on. I will slowly try to contribute on this, "
May 3, 2019 8:12 pm
Article  (+55/-42 characters)

A CNN isconvolutional hasneural layersnetwork tocan perform four typesthe offollowing operationoperations:

  • Rectification (RELUReLU)
Table  (+2/-1 rows) (+2 cells) (+25 characters)

Name
Role
Related Golden topics

Alex Krizhevsky

Yann LeCun

Table  (+2 rows) (+8 cells) (+449 characters)

Title
Author
Link
Type

Going Deeper with Convolutions

Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich

https://arxiv.org/pdf/1409.4842.pdf

Academic Paper

ImageNet Classification with Deep Convolutional Neural Networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E Hinton

https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf

Academic Paper

BitcoinBitcoin was edited byPawan Sasanka Ammanamanchi profile picture
Pawan Sasanka Ammanamanchi
"Bloq was already mentioned and I linked a few people who had pages on golden.com, I will incremental see and work on it."
May 3, 2019 8:01 pm
Table  (+25/-14 characters)

Name
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Jeff Garzik

BloqBloq, Metronome

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