Deep neural Networks Python

PyBrain: NN and UL in Python
Different network

PyBrain is a modular Machine Learning Library for Python. It’s goal is to offer flexible, easy-to-use yet still powerful algorithms for Machine Learning Tasks and a variety of predefined environments to test and compare your algorithms.

  • Backprop
  • Rprop
  • Policy Gradients
  • Support Vector Machines
  • Evolution Strategies
  • CMA-ES
  • Competitive Coevolution
  • Natural ES
  • Natural Actor-Critic
  • Reward-weighted regression
  • Evolino
  • Fitness Expectation Maximization
  • SPLA
  • PCA/pPCA
  • LSH for Hamming and Euclidean Spaces
  • Feed-forward networks, including Deep Belief Networks
  • Recurrent networks, including LSTM architectures
  • Reservoirs
  • Bidirectional networks
  • Multidimensional RNNs
  • Custom-designed topologies

Source: A.I. News

You might also like:

World at 8 Friday 7 December 2012
World at 8 Friday 7 December 2012
Aaron Swartz Memorial at the Internet Archive, Part 1
Aaron Swartz Memorial at the Internet Archive, Part 1
Google I/O 2010 - Tech, innovation, CS, & more: A VC panel
Google I/O 2010 - Tech, innovation, CS, & more: A VC panel

Moody's Downgrades Italian Banks

2012-05-22 08:37:14 by YT01STL-A

Moody's Downgrades Italian Banks

Moody's Investors Service kicked off its long-awaited downgrades of European and global banks by docking the credit ratings of 26 Italian lenders, a move that could ratchet up the continent's banking woes at a critical time for the currency union.
The downgrades, which cite the banks' vulnerability to mounting loan defaults and potential funding problems, were expected, but they nonetheless add to concerns by making it more expensive for the banks to finance themselves via the capital markets.
The ratings for Italian banks are now among the lowest within advanced European countries, reflecting these banks' susceptibility to the adverse operating.
MORE -

Wake up America!!!

2012-05-01 20:35:59 by DermalDeviant

This is my response to a question I read elsewhere about the possibility of American media being dishonest/misleading or would
they /could they ever feed us propaganda or censor vital news in a modern technological age, where communication over great distances is nearly instant and video cameras are everywhere.. I
Well to answer that question, the fact is that the mainstream media here today is PRIMARILY fed propaganda and distraction. It has been this way for nearly a century.
To understand this thoroughly you must look at this story like most, from the beginning. In 1913 The Federal Reserve Act was passed (google it, the story is insane!). The passing of the (unconstitutional) Federal Reserve Act meant that the US Government will forfeit all rights to coin (or...

Best credit cards with no foreign transaction fee  — NASDAQ
Keen eyes will note that Capital One's daily currency exchange rates tend to drift a little higher than those of its competitors. However, with many travel rewards cards that offer bonus miles and no annual fee, Capital One still offers one of the …

Google I/O 2011: Python@Google
Google I/O 2011: Python@Google
Theme 7: The Art of Persuasion - Zeitgeist Europe 2010
Theme 7: The Art of Persuasion - Zeitgeist Europe 2010
@Google: George Anders, The Rare Find
@Google: George Anders, The Rare Find

Related posts:

  1. IEEE Neural Networks 2011
  2. Deep Neural Networks Hinton
  3. Deep Neural Networks tutorial
  4. Neural Networks on Python
  5. Neural Networks Pvt. LTD