Changelog

1.0.1

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Closed issues:

• When running adding task -- ModuleNotFoundError: No module named 'index' #39
• SyntaxError #36
• PySide dependency error #33
• Issues when using pytorch 0.4 #31
• TypeError: cat received an invalid combination of arguments - got (list, int), but expected one of: #29

Merged pull requests:

• Fixes #36 and #39 #42 (ixaxaar)

Changelog

1.0.0

Full Changelog

Closed issues:

• Question about the running speed of Pyflann and Faiss for the SAM model #40
• SyntaxError #37
• Values in hidden become nan #35
• PySide dependency error #33
• faiss error #32
• Issues when using pytorch 0.4 #31
• TypeError: cat received an invalid combination of arguments - got (list, int), but expected one of: #29

Merged pull requests:

• Port to pytorch 1.x #41 (ixaxaar)
• fix parens in example usage and gpu usage for SAM #30 (kierkegaard13)

Changelog

0.0.9 (2018-04-23)

Full Changelog

Fixed bugs:

• Use usage vector to determine least recently used memory #26
• Store entire memory after memory limit is reached #24

Merged pull requests:

• memory.py: fix indexing for read_modes transform #28 (jbinas)
• Bugfixes #27 (ixaxaar)

Changelog

Implemented enhancements:

• GPU kNNs #21
• Implement temporal addressing for SDNCs #18
• Feature: Sparse Access Memory #4
• SAMs #22 (ixaxaar)
• Temporal links for SDNC #19 (ixaxaar)
• SDNC #16 (ixaxaar)

Merged pull requests:

• Add more tasks #23 (ixaxaar)
• Scale interface vectors, dynamic memory pass #17 (ixaxaar)
• Update README.md #14 (MaxwellRebo)

Change Log

Implemented enhancements:

• Re-write allocation vector code, use pytorch's cumprod #13

Fixed bugs:

• Stacked DNCs forward pass wrong #12

Merged pull requests:

• Temporal debugging of memory #11 (ixaxaar)

Change Log

Implemented enhancements:

• Multiple hidden layers per controller layer #7
• Vizdom integration and fix cumprod bug #5 #6 (ixaxaar)

Fixed bugs:

• Use shifted cumprods, emulate tensorflow's cumprod with exclusive=True #5
• Vizdom integration and fix cumprod bug \#5 #6 (ixaxaar)

Closed issues:

• Write unit tests #8
• broken links #3

Merged pull requests:

• Test travis build #10 (ixaxaar)
• Implement Hidden layers, small enhancements, cleanups #9 (ixaxaar)

Changelog:

#1 Fix size issue for GRU and vanilla RNN #2 Implementation of Dropout for controller

Tested on https://github.com/ixaxaar/awd-dnc-lm.

Initial release on pypi.