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Python-Text-Analysis-Legacy-2023
D-Lab's 12 hour introduction to text analysis with Python. Learn how to perform bag-of-words, sentiment analysis, topic modeling, word embeddings, and more, using scikit-learn, NLTK, Gensim, and spaCy in Python.
Creative Commons Attribution 4.0 International
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make a comment in the word2vec that says challenge 3 hyperparameter changes make the next section not work
#43
rbarreto
opened
1 year ago
0
europe isn't a country
#42
rbarreto
closed
1 year ago
0
add section on theory and best practices of hyperparameter tuning
#41
rbarreto
opened
1 year ago
1
alpha hyperparameter deprecated in the NMF definition
#40
rbarreto
opened
1 year ago
0
Deprecated argument in NMF
#39
econbernardo
opened
1 year ago
0
Binder taking too long to load
#38
joseaveldanes
opened
1 year ago
0
Issue loading Spacy
#37
joseaveldanes
opened
1 year ago
0
Issue with loading lematizer
#36
joseaveldanes
opened
1 year ago
0
Discrepancy in Part 1 Preprocessing Notebook (Binder version)
#35
joseaveldanes
opened
1 year ago
0
Fixing -spacy install for Preprocessing notebook #1 issue in Tokenanization
#34
joseaveldanes
opened
1 year ago
0
Preprocessing Notebook #1 Time issue for Challenge 2
#33
joseaveldanes
opened
1 year ago
0
Issue importing Spacy on Datahub
#32
emilygrabowski
opened
1 year ago
0
Attribute Error in Topic Modeling Lesson
#31
rbarreto
opened
1 year ago
1
Order of Lessons Doesn't Match Order in Workshop Scheduling
#30
rbarreto
opened
1 year ago
1
Alpha Hyperparameter is Deprecated
#29
rbarreto
opened
1 year ago
1
Fix all links to point to D-Lab datahub instead of generic datahub
#28
aculich
opened
1 year ago
0
More changes to README
#27
pssachdeva
closed
1 year ago
0
Tidy up README
#26
pssachdeva
closed
1 year ago
0
Adds solutions and standardizes headers
#25
pssachdeva
closed
2 years ago
0
Part 2, Bag of Words Updates
#24
pssachdeva
closed
2 years ago
0
Update preprocessing notebook and solutions
#23
pssachdeva
closed
2 years ago
0
Standardize headers and challenges for Preprocessing
#22
pssachdeva
closed
2 years ago
0
Topic modeling solutions
#21
pssachdeva
closed
2 years ago
0
Restrict the data analyzed during NMF/LDA
#20
pssachdeva
closed
2 years ago
0
Preprocessing solutions have extraneous closing parentheses
#19
pssachdeva
closed
2 years ago
1
URL Regex only works for urls at the end of a string
#18
pssachdeva
closed
2 years ago
0
File path and challenge fixes
#17
pssachdeva
closed
2 years ago
0
Topic modeling lesson
#16
pssachdeva
closed
2 years ago
0
Helps facilitate memory issues
#15
pssachdeva
closed
2 years ago
0
Small fixes to lesson 2
#14
pssachdeva
closed
2 years ago
0
01_preprocessing Challenge 6
#13
kazutoki-m
closed
2 years ago
0
01_preprocessing: Challenge 3
#12
kazutoki-m
closed
2 years ago
0
Content suggestion: How to remove emoji
#11
kazutoki-m
closed
2 years ago
0
File path error: 01_preprocessing.ipynb
#10
kazutoki-m
closed
2 years ago
0
Change datahub links to use D-Lab datahub
#9
pssachdeva
closed
2 years ago
0
Fine tunes the first three lessons
#8
pssachdeva
closed
2 years ago
0
Finishes word embeddings lesson
#7
pssachdeva
closed
2 years ago
0
Text Analysis Part 2: Bag of Words
#6
pssachdeva
closed
2 years ago
1
Adds preprocessing lesson
#5
pssachdeva
closed
2 years ago
0
JupyterHub kernel fails after using up too much memory
#4
joseaveldanes
closed
2 years ago
0
JupyterHub kernel fails after using too much memory
#3
joseaveldanes
closed
2 years ago
3
[WIP] Word Embeddings Lesson
#2
pssachdeva
closed
2 years ago
1
Sets the folder structure for text analysis
#1
pssachdeva
closed
2 years ago
0