StarMirror/data-science-ipython-notebooks
1
0
Fork 0
mirror of https://github.com/donnemartin/data-science-ipython-notebooks.git synced 2024-03-22 13:30:56 +08:00
Code Issues Projects Releases Wiki Activity
543 Commits 2 Branches 0 Tags 58 MiB
5b3c00d462
Commit Graph

187 Commits

Author SHA1 Message Date
Donne Martin
16be523a6a Updated README graphic. 2015-06-05 20:28:01 -04:00
Donne Martin
0bcc5b725e Added notebook-installation section. 2015-06-05 06:12:19 -04:00
Donne Martin
e1a5d5e62c Added scikit-learn validation and model selection notebook. 2015-06-04 19:15:53 -04:00
Donne Martin
84014940d9 Tweaked README to include notice of MapReduce notebook Demonstrating mrjob code, unit test, and config file to analyze Amazon S3 bucket logs on Elastic MapReduce. 2015-06-01 20:58:57 -04:00
Donne Martin
2b9e0e8d3a Updated credits to reflect currently live notebooks. Some references are not yet on GitHub. 2015-05-31 14:09:57 -04:00
Donne Martin
db65fa557d Updated repo cover image. 2015-05-31 14:06:53 -04:00
Donne Martin
973fe1ba59 Tweaked repo description. Fixed case consistency issues. 2015-05-31 14:05:44 -04:00
Donne Martin
f1c7adf3fa Fixed case inconsistencies in scikit-learn section. 2015-05-31 10:11:55 -04:00
Donne Martin
d25fe66682 Shortened scikit-learn link labels to improve readability. 2015-05-31 10:09:14 -04:00
Donne Martin
4202b45d1f Added scikit-learn pca notebook. 2015-05-31 10:06:35 -04:00
Donne Martin
4d5a5f2578 Added scikit-learn k-means clustering notebook. 2015-05-31 10:04:07 -04:00
Donne Martin
7be18f2c75 Fix nbviewer link to random forest notebook. 2015-05-31 10:00:31 -04:00
Donne Martin
b1db90f722 Added scikit-learn random forest notebook. 2015-05-31 09:59:13 -04:00
Donne Martin
a24019419c Added credits to a few sections. Added some placeholders for future scikit-learn topics. 2015-05-31 09:40:42 -04:00
Donne Martin
1cdb2ae856 Updated nbviewer links based on new repo name. 2015-05-25 16:45:52 -04:00
Donne Martin
0345482dec Tweaked credits. Updated copyright to current year. 2015-05-25 16:45:10 -04:00
Donne Martin
0efe218aa6 Added index to each set of notebooks. 2015-05-24 11:03:24 -04:00
Donne Martin
a1c5ab1ecb Added Yhat and Kaggle to the credits section. 2015-05-24 11:02:26 -04:00
Donne Martin
632ec23d89 Tweaked repo name and description. 2015-05-24 11:01:54 -04:00
Donne Martin
954c826138 Swapped pandas and matplotlib section positions. 2015-05-24 11:01:26 -04:00
Donne Martin
a182edc1d5 Added python logging and pdb notebooks. Tweaked k nearest neighbors hyperlinked text. 2015-04-25 13:57:38 -04:00
Donne Martin
a0b8633491 Added k nearest neighbors. 2015-04-21 07:44:45 -04:00
Donne Martin
a5c428a96a Tweak description for SVM to include the use of kernels. 2015-04-20 14:16:10 -04:00
Donne Martin
2f9bb60789 Added scikit-learn support vector machine and linear regression notebooks to README. 2015-04-20 14:12:45 -04:00
Donne Martin
195b5d8bae Tweaked hadoop mapreduce descriptions to include mrjob. 2015-04-17 15:26:11 -04:00
Donne Martin
30e48368e6 Added mapreduce-python to README. 2015-04-15 15:48:33 -04:00
Donne Martin
06fede5df4 Updated nbviewer links from python-core to python-data. Fixed python and command section images not appearing with their notebooks. 2015-04-15 14:51:31 -04:00
Donne Martin
47a835f284 Tweaked repo description. Reordered sections. Renamed references to credits. 2015-04-15 14:44:46 -04:00
Donne Martin
8bc825b96d Updated references. Moved scipy above commands. 2015-04-15 13:22:43 -04:00
Donne Martin
b944c3db3b Added index of sections appearing in the notebook. 2015-04-15 13:14:23 -04:00
Donne Martin
16cf27828d Updated link to scikit-learn-intro notebook on nbviewer. 2015-04-15 12:45:21 -04:00
Donne Martin
7d889503b8 Renamed scikit-learn.ipynb to scikit-learn-intro.ipynb. Will add separate notebooks for various algorithms and machine learning concepts, rather than placing everything in a single notebook. 2015-04-15 12:39:35 -04:00
Donne Martin
3d4f19e594 Added scikit-learn nbviewer link to README. 2015-04-12 14:42:09 -04:00
Donne Martin
6b31f9cad7 Moved mrjob and d3distcp to the front of the aws section. 2015-04-10 06:58:32 -04:00
Donne Martin
b546d7d484 Moved numpy section prior to commands section. 2015-04-09 13:48:27 -04:00
Donne Martin
66770a5ebd Added numpy to README. Reordered some sections. 2015-04-09 13:34:15 -04:00
Donne Martin
1d9797b5c5 Added references section. 2015-04-09 11:54:01 -04:00
Donne Martin
2a672bf6b6 Added matplotlib IPython Notebook to README. Tweaked section ordering. Changed Notebook to Notebook(s). 2015-04-06 09:31:03 -04:00
Donne Martin
557b76f267 Updated linux section with list of commands. 2015-04-05 08:24:40 -04:00
Donne Martin
8d1d56fc22 Revert README changes b41ba644be and 3d2d550852 regarding whitespace tweaks and moving the section images below the text headers. Images now appear before section text headers. 2015-04-04 09:51:50 -04:00
Donne Martin
b41ba644be Tweaked whitespace. 2015-04-04 09:31:24 -04:00
Donne Martin
3d2d550852 Moved section images to below section text headers. 2015-04-04 09:27:38 -04:00
Donne Martin
6e2c1fd5d2 Added images for each section. Removed outdated References section--will update in the future. 2015-04-04 08:53:04 -04:00
Donne Martin
a12fc148ad Converted pandas and commands sections to use tables for legibility. Fixed a typo in datetime description. 2015-04-04 08:17:13 -04:00
Donne Martin
b23feee87d Tweaked repo description, reordered spark and aws sections, added tables to python-core section. 2015-04-04 07:37:20 -04:00
Donne Martin
8063018571 Converted notebook links and descriptions to tables for readability. 2015-04-04 07:23:31 -04:00
Donne Martin
2cbff15b57 Added more whitespace to try to improve legibility 2015-04-03 06:38:26 -04:00
Donne Martin
eb7bba9377 Added more detailed descriptions to each notebook in the categories kaggle, aws, and spark. 2015-04-03 06:34:32 -04:00
Donne Martin
81660c59d1 Reordered README sections. 2015-03-17 16:21:33 -04:00
Donne Martin
8babd3a1cf Added Kaggle section to README. 2015-03-14 19:57:55 -04:00
Donne Martin
8196b4bdfb Updated repo description. 2015-03-14 09:22:01 -04:00
Donne Martin
31c4f3299a Updated AWS index. 2015-03-10 17:00:44 -04:00
Donne Martin
6c7e7b5239 Added Spark IPython Notebook, currently contains snippets for starting the pyspark shell and viewing the spark context. 2015-03-03 10:32:59 -05:00
Donne Martin
47211cb729 Added anchors for each AWS command line topic. Updated README with AWS topics. 2015-03-02 10:32:03 -05:00
Donne Martin
80741219ce Updated repo image. 2015-03-01 07:34:49 -05:00
Donne Martin
d0c4f48469 Tweaked header anchors to work with nbviewer. 2015-03-01 07:00:42 -05:00
Donne Martin
49c6ae6488 Added anchors for each misc command topic. Updated README with misc command anchors. 2015-03-01 06:56:15 -05:00
Donne Martin
21f593da5d Added repo image. 2015-02-28 18:29:16 -05:00
Donne Martin
36a8dc504f Updated README to include aws and spark. Removed commands suffix from linux, git, jekyll commands as it seemed redundanct. 2015-02-28 18:28:50 -05:00
Donne Martin
b0fe318517 Added IPython Notebook for git commands. 2015-02-28 15:14:59 -05:00
Donne Martin
43c191c8da Moved AWS IPython Notebook to its own directory. 2015-02-28 13:03:06 -05:00
Donne Martin
7fac30fa79 Renamed folder core to python-core to be more explicit about its contents. 2015-02-28 12:48:47 -05:00
Donne Martin
87402ca5b8 Added IPython Notebook containing HDFS snippets. 2015-02-28 12:44:56 -05:00
Donne Martin
a709c709ce Added linux commands IPython Notebook, initially contains command disk usage commands. 2015-02-28 12:30:36 -05:00
Donne Martin
fb1768f39e Added comments on the jekyll build and serve commands. Added Jekyll to list of IPython Notebooks. 2015-02-28 09:15:38 -05:00
Donne Martin
c454d12a45 Added Think Stats reference. Removed ref attribute from other References. 2015-02-18 06:25:08 -05:00
Donne Martin
987ca75c6b Added AWS command lines IPython Notebook to README. 2015-02-18 06:13:40 -05:00
Donne Martin
8bb029ca75 Removed double spacing for Pandas IPython Notebooks. 2015-02-15 17:57:20 -05:00
Donne Martin
99477591d1 Updated README with Pandas IO, Pandas Cleaning, and note about various command lines (coming soon). 2015-02-15 17:56:06 -05:00
Donne Martin
f27f699078 Added References section. 2015-02-06 08:28:25 -05:00
Donne Martin
689d029499 Added Pandas Series snippets. 2015-01-27 19:22:37 -05:00
Donne Martin
4f79034549 Fixed IPython Notebook links on nbviewer as a result of repo name change. 2015-01-26 14:10:37 -05:00
Donne Martin
42f6f9f6b5 Added functions snippet IPython Notebook. 2015-01-26 13:56:49 -05:00
Donne Martin
5131bc8a46 Tweaked repo description. 2015-01-26 09:31:51 -05:00
Donne Martin
c35b79f485 Added scikit-learn skeleton. Marked which projects are under active development and which are coming soon. Removed redundant info. 2015-01-26 09:15:12 -05:00
Donne Martin
76e1983687 Removed basics IPython Notebook, refactoring useful content to other notebooks and removing content that is too elementary. 2015-01-26 09:09:06 -05:00
Donne Martin
3e23f1bd06 Added IPython Notebook demonstrating nose unit tests. 2015-01-26 09:00:11 -05:00
Donne Martin
74d38103cc Added data structures utilities IPython Notebook. Tweaked repo description and core description. 2015-01-25 13:44:20 -05:00
Donne Martin
7537b138d6 Added data structures IPython Notebook to README 2015-01-25 07:25:11 -05:00
Donne Martin
09fb505a19 Fixed datetime typo 2015-01-25 05:48:49 -05:00
Donne Martin
86a16a4f1c Fixed README IPython urls 2015-01-24 15:27:18 -05:00
Donne Martin
e181d7180c Added IPython Notebook python basics snippets 2015-01-24 15:25:50 -05:00
Donne Martin
278ac5fba6 Updated README descriptions with new focus on IPython Notebooks. Added first IPython Notebook link. 2015-01-24 13:32:17 -05:00
Donne Martin
0510eb997c Updated README wth list of packages this repo will contain. 2015-01-24 06:55:05 -05:00
Donne Martin
343670807a Added LICENSE 2015-01-23 16:07:56 -05:00
Donne Martin
030fc9bca4 Updated README with repo name and description 2015-01-23 16:06:28 -05:00
Donne Martin
62c3058353 first commit 2015-01-23 14:38:58 -05:00