dlab-berkeley/Python-Machine-Learning
D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python.
Jupyter NotebookNOASSERTION
Issues
- 0
Notebook 4 formula
#67 opened by fmohebi - 0
Seaborn package
#66 opened by fmohebi - 0
Notebook 3 challenge 1 Confusing Language
#65 opened by fmohebi - 0
Correlation in Regression Lesson
#64 opened by fmohebi - 0
04_classification decision tree classifier
#62 opened by lenjb - 0
03_preprocessing.ipynb Challenge 3
#61 opened by lenjb - 0
01_regression.ipynb Correlation
#59 opened by surajrn - 0
Comments from the workshop
#57 opened by leahhrlee - 0
- 0
- 1
- 0
01_regression.ipynb link to the slides
#52 opened by leahhrlee - 0
- 1
file path issue on 07_dimensionality reduction
#49 opened by dtbifya - 0
06_clustering - Pickling error
#48 opened by dtbifya - 0
- 0
- 0
04_classification - seaborn
#45 opened by dtbifya - 1
03_preprocessing
#43 opened by dtbifya - 0
- 2
Part 1: Classification
#12 opened by emilygrabowski - 1
Iris dataset should be replaced and removed
#32 opened by asteves - 1
Part 2. Regression
#28 opened by stemlock - 0
Python - machine learning Updates
#16 opened by mariepelagie - 1
Slide deck suggestions
#8 opened by brooksjessup - 0
Part 4: TPOT
#31 opened by stemlock - 0
Solutions Notebook
#29 opened by stemlock - 0
Part 4: TPOT
#15 opened by emilygrabowski - 1
Part 2: Regression
#13 opened by emilygrabowski - 1
Regression suggestions
#10 opened by brooksjessup - 2
Classification suggestions
#9 opened by brooksjessup - 0
Simplify initial demonstration of models by using default parameter settings
#6 opened by brooksjessup - 0
GridSearch parameter deprecation: iid
#5 opened by brooksjessup - 1
Estimators vs Transformers
#4 opened by brooksjessup - 0
It is time to retire the iris dataset...
#3 opened by EastBayEv - 1
- 0
General Workshop Improvements
#33 opened by stemlock - 0
Part 3: Clustering
#30 opened by stemlock - 0
- 0
Re-organize and simplify slides
#11 opened by emilygrabowski - 0
Vulnerabilities in requirements
#25 opened by pssachdeva - 2
Add a Readme
#7 opened by brooksjessup - 0
- 0
Bring README up to standard
#23 opened by pssachdeva - 0
Confusion matrix in # 1_classification.ipynb
#20 opened by kazutoki-m - 0
- 0
Part 3: Clustering
#14 opened by emilygrabowski