Saturday, August 20, 2016
Sunday, August 14, 2016
PC maintenance
1. Check the CPU temperature in the BIOS
2. Change the CPU thermal paste
-check the CPU temperature again. Should be lower. If not then consider installing a new CPU fan.
3. Use an air compressor to blow the dust out of the case and the power supply
4. Run diagnostics to determine if the CPU, motherboard, memory and power supply are working correctly.
5. Upgrade the BIOS
-start the computer
-enter the BIOS
-check the MB and BIOS version at the top of the screen
-go to the MB vendor's web page
-find the latest version of the MB's BIOS and download if it is more recent than the MB BIOS
-Upgrade the BIOS
--start the computer
--enter the BIOS
--go to the maintenance tab
--flash the BIOS using the
2. Change the CPU thermal paste
-check the CPU temperature again. Should be lower. If not then consider installing a new CPU fan.
3. Use an air compressor to blow the dust out of the case and the power supply
4. Run diagnostics to determine if the CPU, motherboard, memory and power supply are working correctly.
5. Upgrade the BIOS
-start the computer
-enter the BIOS
-check the MB and BIOS version at the top of the screen
-go to the MB vendor's web page
-find the latest version of the MB's BIOS and download if it is more recent than the MB BIOS
-Upgrade the BIOS
--start the computer
--enter the BIOS
--go to the maintenance tab
--flash the BIOS using the
Neural nets: word2vec
http://deeplearning4j.org/word2vec#intro
https://en.wikipedia.org/wiki/Word2vec
https://www.quora.com/How-does-word2vec-work
http://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf
http://arxiv.org/pdf/1402.3722v1.pdf
https://levyomer.files.wordpress.com/2014/09/neural-word-embeddings-as-implicit-matrix-factorization.pdf
https://en.wikipedia.org/wiki/Word2vec
https://www.quora.com/How-does-word2vec-work
http://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf
http://arxiv.org/pdf/1402.3722v1.pdf
https://levyomer.files.wordpress.com/2014/09/neural-word-embeddings-as-implicit-matrix-factorization.pdf
Neural nets: preprocessing text
http://www.coling-2014.org/COLING%202014%20Tutorial-fix%20-%20Tomas%20Mikolov.pdf
http://mt-class.org/jhu/slides/lecture-nn-lm.pdf
http://crl.ucsd.edu/~elman/Papers/fsit.pdf
https://www.kaggle.com/c/word2vec-nlp-tutorial/details/part-2-word-vectors
https://cs.stanford.edu/~quocle/paragraph_vector.pdf
https://visualstudiomagazine.com/articles/2013/07/01/neural-network-data-normalization-and-encoding.aspx
https://en.wikipedia.org/wiki/Topic_model
https://en.wikipedia.org/wiki/Language_model
http://datascience.stackexchange.com/questions/869/neural-network-parse-string-data
https://code.google.com/archive/p/word2vec/
http://web.stanford.edu/group/pdplab/pdphandbook/handbookch8.html
https://deeplearningworkshopnips2011.files.wordpress.com/2011/12/21.pdf
http://mt-class.org/jhu/slides/lecture-nn-lm.pdf
http://crl.ucsd.edu/~elman/Papers/fsit.pdf
https://www.kaggle.com/c/word2vec-nlp-tutorial/details/part-2-word-vectors
https://cs.stanford.edu/~quocle/paragraph_vector.pdf
https://visualstudiomagazine.com/articles/2013/07/01/neural-network-data-normalization-and-encoding.aspx
https://en.wikipedia.org/wiki/Topic_model
https://en.wikipedia.org/wiki/Language_model
http://datascience.stackexchange.com/questions/869/neural-network-parse-string-data
https://code.google.com/archive/p/word2vec/
http://web.stanford.edu/group/pdplab/pdphandbook/handbookch8.html
Related topics
http://www.cs.toronto.edu/~ilya/pubs/2011/LANG-RNN.pdfhttps://deeplearningworkshopnips2011.files.wordpress.com/2011/12/21.pdf
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