http://scikit-learn.org/stable/related_projects.html
- A Statistical View of Deep Learning
- What My Deep Model Doesn't Know...
- Bayesian Methods for Machine Learning
- Deep Learning Summer School 2015
- Bengio's Deep learning course notes
- deeplearning.net tutorial
- UFLDL Tutorial
- Reading lists for new MILA students
- [What's the best way to go about transitioning to a ML career? Is it even realistic for someone with my background?](https://www.reddit.com/r/MachineLearning/comments/3sknex/whats_the_bes
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Problem File Name | Relation Name | nRows | TestMethod | nTrain | nTest | nVars | nTargets | |
---|---|---|---|---|---|---|---|---|
abalone/abalone.arff | abalone | 4177 | test-set cross-validation | 4077 | 100 | 8 | 3 | |
acute-inflammation/acute-inflammation.arff | acute-inflammation | 120 | leave-one-out cross-validation | 119 | 100 | 6 | 2 | |
acute-nephritis/acute-nephritis.arff | acute-nephritis | 120 | leave-one-out cross-validation | 119 | 100 | 6 | 2 | |
adult/adult_train.arff | adult | 32561 | test-set cross-validation | 32461 | 100 | 14 | 2 | |
annealing/annealing_train.arff | annealing | 798 | test-set cross-validation | 698 | 100 | 31 | 5 | |
arrhythmia/arrhythmia.arff | arrhythmia | 452 | leave-one-out cross-validation | 451 | 100 | 262 | 13 | |
audiology-std/con_patrons_repetidos/audiology-std_train.arff | audiology-std | 194 | leave-one-out cross-validation | 193 | 100 | 59 | 18 | |
audiology-std/audiology-std_train.arff | audiology-std | 171 | leave-one-out cross-validation | 170 | 100 | 59 | 18 | |
balance-scale/balance-scale.arff | balance-scale | 625 | test-set cross-validation | 525 | 100 | 4 | 3 |
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CREATE KEYSPACE demo | |
WITH REPLICATION = {'class' : 'SimpleStrategy', 'replication_factor': 1}; | |
USE demo; | |
CREATE TABLE tweets ( | |
id bigint PRIMARY KEY, | |
user TEXT, | |
body TEXT, | |
time TIMESTAMP, | |
lucene TEXT | |
); |
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sudo rm /etc/udev/rules.d/70-persistent-net.rules | |
change hostname: | |
sudo nano /etc/hosts | |
sudo nano /etc/hostname | |
change to static | |
iface eth0 inet static | |
address 192.168.254.** |
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/* | |
Serial Event example | |
When new serial data arrives, this sketch adds it to a String. | |
When a newline is received, the loop prints the string and | |
clears it. | |
A good test for this is to try it with a GPS receiver | |
that sends out NMEA 0183 sentences. |
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# Requires pydub (with ffmpeg) and Pillow | |
# | |
# Usage: python waveform.py <audio_file> | |
import sys | |
from pydub import AudioSegment | |
from PIL import Image, ImageDraw | |
Movies Recommendation:
- MovieLens - Movie Recommendation Data Sets http://www.grouplens.org/node/73
- Yahoo! - Movie, Music, and Images Ratings Data Sets http://webscope.sandbox.yahoo.com/catalog.php?datatype=r
- Jester - Movie Ratings Data Sets (Collaborative Filtering Dataset) http://www.ieor.berkeley.edu/~goldberg/jester-data/
- Cornell University - Movie-review data for use in sentiment-analysis experiments http://www.cs.cornell.edu/people/pabo/movie-review-data/
Music Recommendation:
- Last.fm - Music Recommendation Data Sets http://www.dtic.upf.edu/~ocelma/MusicRecommendationDataset/index.html