Robert Layton - Learning Data Mining with Python - 2015
File List
- Code/Chapter 7/CH7 From Load.ipynb 11.5 MB
- Robert Layton - Learning Data Mining with Python - 2015.mobi 6.4 MB
- Robert Layton - Learning Data Mining with Python - 2015.epub 4.0 MB
- Robert Layton - Learning Data Mining with Python - 2015.pdf 3.9 MB
- Code/Chapter 10/.ipynb_checkpoints/Chapter 10 Image creation 10_02.png-checkpoint.ipynb 1.0 MB
- Code/Chapter 9/Chapter 9 Authorship Analysis.ipynb 876.1 KB
- Code/Chapter 7/ch7_part2_twitter.ipynb 544.2 KB
- Code/Chapter 7/ch7_collect_twitter_data.ipynb 482.9 KB
- Code/Chapter 10/.ipynb_checkpoints/Chapter 10 (Cluster Types)-checkpoint.ipynb 424.6 KB
- Code/Chapter 8/.ipynb_checkpoints/CH8 Rewrite-checkpoint.ipynb 286.1 KB
- Code/Chapter 8/CH8 Rewrite.ipynb 286.1 KB
- Code/Chapter 2/.ipynb_checkpoints/Ionosphere Nearest Neighbour-checkpoint.ipynb 125.7 KB
- Code/Chapter 2/Ionosphere Nearest Neighbour.ipynb 125.7 KB
- Code/Chapter 8/.ipynb_checkpoints/Sigmoid-checkpoint.ipynb 81.0 KB
- Code/Chapter 8/Sigmoid.ipynb 81.0 KB
- Code/Chapter 10/Chapter 10 Clusterer.ipynb 77.1 KB
- Code/Chapter 3/.ipynb_checkpoints/Basketball Results-checkpoint.ipynb 77.0 KB
- Code/Chapter 3/Basketball Results.ipynb 75.8 KB
- Code/Chapter 10/.ipynb_checkpoints/Chapter 10 Clusterer-checkpoint.ipynb 63.2 KB
- Code/Chapter 11/Chapter 11 (Theano and Lasagne).ipynb 60.9 KB
- Code/Chapter 11/Chapter 11 (CIFAR).ipynb 57.5 KB
- Code/Chapter 4/ch4 Affinity Analysis.ipynb 48.2 KB
- Code/Chapter 3/.ipynb_checkpoints/Basketball Results #2-checkpoint.ipynb 41.4 KB
- Code/Chapter 12/CH12 MapReduce Basics.ipynb 37.9 KB
- Code/Chapter 5/.ipynb_checkpoints/ch5_advertisements-checkpoint.ipynb 29.3 KB
- Code/Chapter 5/ch5_advertisements.ipynb 29.3 KB
- Code/Chapter 9/.ipynb_checkpoints/Chapter 9 Authorship Analysis-checkpoint.ipynb 19.3 KB
- Code/Chapter 6/ch6_get_twitter.ipynb 18.0 KB
- Code/Chapter 1/.ipynb_checkpoints/ch1_affinity-checkpoint.ipynb 13.9 KB
- Code/Chapter 1/ch1_affinity.ipynb 13.9 KB
- Code/Chapter 5/.ipynb_checkpoints/ch5_adult-checkpoint.ipynb 13.9 KB
- Code/Chapter 5/ch5_adult.ipynb 13.9 KB
- Code/Chapter 1/.ipynb_checkpoints/ch1_oner_application-checkpoint.ipynb 13.5 KB
- Code/Chapter 1/ch1_oner_application.ipynb 13.5 KB
- Code/Chapter 12/Chapter 12 (NB Predict).ipynb 10.3 KB
- Code/Chapter 6/ch6_label_twitter.ipynb 7.0 KB
- Code/Chapter 6/ch6_classify_twitter.ipynb 5.4 KB
- Code/Chapter 6/replicable_dataset.json 4.9 KB
- Code/Chapter 9/getdata.py 3.6 KB
- Code/Chapter 1/ch1_affinity_create.ipynb 3.5 KB
- Code/Chapter 12/nb_train.py 2.0 KB
- Code/Chapter 12/nb_predict.py 1.9 KB
- Code/Chapter 12/Chapter 12 (Test load).ipynb 1.7 KB
- Code/Chapter 5/adult_tests.py 1.0 KB
- Code/Chapter 1/affinity_dataset.txt 1000 bytes
- Code/Chapter 12/extract_posts.py 882 bytes
- Code/Chapter 10/.ipynb_checkpoints/Chapter 10-checkpoint.ipynb 72 bytes
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