John F. Davis netskink
netskink
/ computing-regression-parameters-walkthru.py
Created
September 10, 2016 21:04
Notes on the computing regression parameters walkthru
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # coding: utf-8 | |
| # # Computing Regression parameters (closed form example) | |
| # The data | |
| # Consider the following 5 point synthetic data set | |
| # In[1]: |
netskink
/ thecode.py
Created
September 11, 2016 01:49
computing regression parameters gradient descent walkthru
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # coding: utf-8 | |
| # # Computing Regression parameters (gradient descent example) | |
| # The data | |
| # Consider the following 5 point synthetic data set | |
| # In[1]: |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| upload=true&script=true&cardinfo= | |
| !!################################ | |
| !!ALSA Information Script v 0.4.64 | |
| !!################################ | |
| !!Script ran on: Wed Apr 19 15:32:56 UTC 2017 | |
| !!Linux Distribution | |
| !!------------------ |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # this makefile works with system libcurl or libcurl built by | |
| # me. | |
| # | |
| # myversion of lib curl is in : | |
| #LIBCURL_DIR=/home/davis/progs/notmine/curl | |
| #MYINC=${LIBCURL_DIR}/include/ | |
| #MYLIB=${LIBCURL_DIR}/lib/.libs/ |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| test from R | |
| T 192.168.1.4:41772 -> 107.170.47.130:80 [AP] | |
| POST /post.php HTTP/1.1. | |
| Host: www.posttestserver.com. | |
| User-Agent: libcurl/7.52.1 r-curl/3.0 httr/1.3.1. | |
| Accept-Encoding: gzip, deflate. | |
| Accept: application/json, text/xml, application/xml, */*. | |
| Content-Type: application/octet-stream. | |
| Content-Length: 7. |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # coding: utf-8 | |
| # In[1]: | |
| # Start of code for librosa walkthrough | |
| # add autocomplete with TAB | |
| # get_ipython().run_line_magic('config', 'IPCompleter.greedy=True') |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Using this guide, here are my notes in that regard: | |
| =================================================== | |
| https://wiki.debian.org/NvidiaGraphicsDrivers/Optimus | |
| lspci | grep 3D | |
| 02:00.0 3D controller: NVIDIA Corporation GM108M [GeForce 940MX] (rev a2) | |
| My bios does not have the ability to disable the intel driver. | |
| I installed x11-xserver-utils |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Downloading and Extracting Packages | |
| audioread-2.1.5 | 28 KB | ####################################### | 100% | |
| certifi-2018.4.16 | 142 KB | ####################################### | 100% | |
| librosa-0.6.1 | 1.5 MB | ####################################### | 100% | |
| libiconv-1.15 | 2.0 MB | ####################################### | 100% | |
| conda-4.5.8 | 624 KB | ####################################### | 100% | |
| resampy-0.2.1 | 330 KB | ####################################### | 100% | |
| x264-20180712 | 5.0 MB | ####################################### | 100% | |
| ffmpeg-2.8.6 | 55.2 MB | ####################################### | 100% | |
| joblib-0.12 | 167 KB | ####################################### | 100% |
netskink
/ test_1_works.py
Last active
August 27, 2018 18:47
make feature list with list comprehension
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| INPUT_COLUMNS = [ | |
| # Define features | |
| tf.feature_column.categorical_column_with_vocabulary_list('dayofweek', vocabulary_list = ['Sun', 'Mon', 'Tues', 'Wed', 'Thu', 'Fri', 'Sat']), | |
| tf.feature_column.categorical_column_with_identity('hourofday', num_buckets = 24), | |
| ] |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| It looks like copy and paste of the tsv file replaced tabs with spaces. Here is where the original file can be found. | |
| https://waterdata.usgs.gov/nwis/dv?cb_00045=on&cb_62620=on&format=rdb&site_no=0204288721&referred_module=sw&period=&begin_date=2018-04-12&end_date=2019-04-12 |