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RoboticsClubIITJ
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ML-DL-implementation
An implementation of ML and DL algorithms from scratch in python using nothing but NumPy and Matplotlib.
BSD 3-Clause "New" or "Revised" License
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Implement Ridge regression a.k.a L2 Regularization
#61
Saptashrungi
closed
3 years ago
4
Convert Activations from simple functions to classes and add gradient method.
#60
rohansingh9001
closed
3 years ago
8
Implement Polynomial regression
#59
rohansingh9001
closed
3 years ago
10
Implementation of Bernoulli Naive Bayes classifier
#58
Saptashrungi
closed
3 years ago
3
Implementation of Multinomial Naive Bayes classifier
#57
Saptashrungi
closed
3 years ago
1
Updated Readme
#56
agrawalshubham01
closed
3 years ago
0
added docstrings for naives bayes, GNB
#55
Saptashrungi
closed
3 years ago
0
Fully automate dev setup with Gitpod
#54
0xnakul
closed
3 years ago
0
Fixed Examples folder files and added pytest to dependencies.
#53
rohansingh9001
closed
3 years ago
1
Implement Principal Component Analysis
#52
kwanit1142
closed
3 years ago
10
K_Means_Clustering
#51
kwanit1142
closed
3 years ago
4
KNN Docstring Update
#50
kwanit1142
closed
3 years ago
0
Implement Support Vector Machine
#49
samarth-1729
closed
3 years ago
3
Doc strings update models,activations,loss_func,optimiser
#48
kwanit1142
closed
3 years ago
0
added Gaussian Naives Bayes
#47
Saptashrungi
closed
3 years ago
6
Fixed readme and other fixes
#46
rohansingh9001
closed
3 years ago
0
Implementation of Gaussian Naive Bayes
#45
Saptashrungi
closed
3 years ago
1
moved the examples to 'Examples' folder in root directory
#44
hiteshidudeja
closed
3 years ago
2
Fixed Naives bayes, Input modification
#43
Saptashrungi
closed
4 years ago
0
Fixed import errors.
#42
rohansingh9001
closed
4 years ago
0
Implement One hot encoding
#41
SaiSrichandra
closed
3 years ago
10
added SparseCategoricalCrossEntropy Loss Function
#40
quadri-haider-ali
closed
3 years ago
0
Added A Simple Deep Learning Library Using NumPy Only.
#39
q-viper
closed
4 years ago
4
Fixed codebase to follow PEP8 standards
#38
rohansingh9001
closed
4 years ago
0
added .travis.yml
#37
agrawalshubham01
closed
4 years ago
0
Added SparseCategoricalCrossEntropy Loss Function
#36
quadri-haider-ali
closed
3 years ago
1
Implement K-Means Clustering
#35
samarth-1729
closed
3 years ago
6
Organized Naive_Bayes implementation and fixed small errors
#34
Saptashrungi
closed
4 years ago
2
Updated Readme Section
#33
kwanit1142
closed
4 years ago
1
Added AbsoluteError function
#32
RidhimaKohli
closed
4 years ago
2
Added a few more Activations
#31
SaiSrichandra
closed
4 years ago
2
Adding Doc strings.
#30
agrawalshubham01
closed
3 years ago
8
Added best-weight option to LinearRegression.predict API
#29
JHunterHobbs
closed
4 years ago
4
Adding more Activation Functions
#28
SaiSrichandra
closed
4 years ago
3
Added Naive-Bayes Implementation
#27
Saptashrungi
closed
4 years ago
2
Added Visualize class
#26
PawanSuryavanshi95
closed
3 years ago
8
vscode ignore
#25
agrawalshubham01
closed
4 years ago
0
Huber Loss Function
#24
Hinal-Srivastava
closed
3 years ago
4
Added setup.py and__init__.py for packaging
#23
agrawalshubham01
closed
4 years ago
0
Create LICENSE
#22
agrawalshubham01
closed
4 years ago
0
Implementing Huber loss function
#21
Saptashrungi
closed
3 years ago
7
Implementing Absolute Error loss function
#20
Saptashrungi
closed
4 years ago
3
added simple knn regressor and classifier
#19
TarunTomar122
closed
4 years ago
1
Move all examples into an examples directory for more managed file structure.
#18
rohansingh9001
closed
3 years ago
8
Added examples for 2 models (Enhancement)
#17
rohansingh9001
closed
4 years ago
3
Create a proper Readme File for this module. Explain the functions implemented and the code structure properly.
#16
TarunTomar122
closed
3 years ago
5
Added PULL REQUEST TEMPLATE
#15
agrawalshubham01
closed
4 years ago
0
Option to save best weights during training
#14
agrawalshubham01
closed
4 years ago
8
Update models.py
#13
uakarsh
closed
3 years ago
2
Get Started with Neural Networks
#12
TarunTomar122
opened
4 years ago
10
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