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nipunbatra
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ml-teaching
https://nipunbatra.github.io/ml-teaching/
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Audio Reconstruction using Random Fourier Features
#60
guntas-13
opened
1 week ago
1
Final Meshgrid Notebook
#59
guntas-13
closed
2 weeks ago
1
meshgrid notebook updated
#58
guntas-13
closed
2 weeks ago
1
adding files for mock quiz 2 and solution.
#57
RahulVC02
closed
6 months ago
0
Added NN vectorization notebook
#56
patel-zeel
closed
6 months ago
1
Adding the updated AR_model notebook (tutorial)
#55
SukrutaPrakashMidigeshi
closed
6 months ago
1
updated polynomial_features.ipynb
#54
RYeeshuDhurandhar
closed
6 months ago
1
added files for updating slides on the website.
#53
RahulVC02
closed
6 months ago
1
Notebook for Polynomial Regression
#52
RYeeshuDhurandhar
closed
6 months ago
1
Slides upload for lec 14 & 15
#51
Kalash0309
closed
6 months ago
1
adding a notebook on autoregressive models
#50
SukrutaPrakashMidigeshi
closed
6 months ago
1
Changes made in basis.ipynb - added basis, gp, rff
#49
Kalash0309
closed
7 months ago
1
Update on basis.ipynb
#48
RYeeshuDhurandhar
opened
7 months ago
1
Added GP, Gaussian Basis in basis.ipynb
#47
Inderjeet-23
opened
7 months ago
1
basis.ipynb - added code for interpolation setting
#46
RYeeshuDhurandhar
closed
7 months ago
1
updated ensemble.tex and ensemble-feature-importance.ipynb
#45
RYeeshuDhurandhar
opened
7 months ago
1
Changed trees plots and linked notebooks
#44
RYeeshuDhurandhar
closed
7 months ago
1
Updated ensemble-feature-importance.ipynb
#43
RYeeshuDhurandhar
closed
7 months ago
2
Code for info gain
#42
RYeeshuDhurandhar
closed
7 months ago
1
Rearranged ensemble related files
#41
RYeeshuDhurandhar
closed
7 months ago
1
Notebook and slides for weighted decision trees
#40
chirag-25
closed
7 months ago
1
First draft for Hyperparameter Tuning Strategies' experiments added.
#39
RahulVC02
closed
8 months ago
1
Added notebook refs & NN to DT
#38
saikrishna4276
closed
8 months ago
0
bias variance slides
#37
nipunbatra
opened
8 months ago
0
Modify script to automatically include the Github and Colab badges for notebooks
#36
nipunbatra
opened
8 months ago
0
Notebook for MML
#35
RYeeshuDhurandhar
opened
8 months ago
1
Notebook illustrating difference b/w rule based vs ML approaches.
#34
RYeeshuDhurandhar
closed
8 months ago
2
Notebook for showing notion of confusion
#33
RYeeshuDhurandhar
closed
8 months ago
2
Added Imbalanced Dataset experiments' first draft.
#32
RahulVC02
closed
8 months ago
2
Notebook for contour, meshgrid and surface tutorial 2
#31
RYeeshuDhurandhar
opened
8 months ago
1
Formatting Notebooks with YAML metadata.
#30
RahulVC02
closed
8 months ago
1
Notebook for contour, meshgrid and surface tutorial
#29
RYeeshuDhurandhar
closed
8 months ago
3
Notebook for numpy pandas basics
#28
RYeeshuDhurandhar
closed
8 months ago
3
Notebook on Hyperparameter Optimization.
#27
RahulVC02
closed
8 months ago
2
Refactoring DT Notebook Code.
#26
RahulVC02
closed
8 months ago
4
Refactoring DTs
#25
RahulVC02
closed
8 months ago
1
added numpy-pandas-basics.ipynb and misc-files/csv
#24
RYeeshuDhurandhar
closed
8 months ago
3
Assignment 1 preparation
#23
nipunbatra
opened
8 months ago
0
Project questions brain dump
#22
nipunbatra
opened
8 months ago
0
Create 3d geometric interpretation of linear regression examples in Python
#21
nipunbatra
opened
8 months ago
0
Create neater computation graph for autograd lecture
#20
nipunbatra
opened
8 months ago
0
Lecture on common mistakes in ML
#19
nipunbatra
opened
8 months ago
1
[Notebook for hyperparameter optimisation]
#18
nipunbatra
opened
8 months ago
2
[Notebook for MML - 1]
#17
nipunbatra
opened
8 months ago
2
[Notebook and slides for Ensemble learning]
#16
nipunbatra
opened
8 months ago
0
[Notebook for Contour, Meshgrid, Surface tutorial]
#15
nipunbatra
opened
8 months ago
2
[Notebook for Numpy, Pandas Tutorial]
#14
nipunbatra
opened
8 months ago
2
[Notebook and slides for weighted decision trees]
#13
nipunbatra
opened
8 months ago
2
[Complete notebook for decision trees discrete input discrete output]
#12
nipunbatra
opened
8 months ago
0
[Create notebook and LaTeX slides for bias-variance tradeoff with derivation for expected error]
#11
nipunbatra
opened
8 months ago
0
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