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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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Splitting Models.py into Multiple py Files, according to Domain of Learning
#161
kwanit1142
opened
3 years ago
0
Vinit: 'color' to 'c' at some places
#160
Vinit-source
closed
3 years ago
0
Corrected Preprocessing Example File
#159
kwanit1142
closed
3 years ago
0
Fixed flake8 errors, some Readme Changes and Log_cosh Correction
#158
kwanit1142
closed
3 years ago
0
Implemented normalization and scaling
#157
devyani-code
closed
3 years ago
0
Implement Feature Scaling and data normalization
#156
ShreyaSachan
closed
3 years ago
0
Implemented L1(Lasso) and L2(Ridge) Regularizer
#155
ssiddharth27
closed
3 years ago
0
Divisive Hierarchical Clustering Algorithm added
#154
Vinit-source
closed
3 years ago
0
Fixed Softmax function's backward pass
#153
0xnakul
closed
3 years ago
0
Implementing other "Optimized Gradient Descent Variants"
#152
kwanit1142
opened
3 years ago
0
Getting started with Neural Networks
#151
0xnakul
closed
3 years ago
0
changed the argument value in agglomerative example file
#150
hiteshidudeja
closed
3 years ago
0
added agglomerative clustering model
#149
hiteshidudeja
closed
3 years ago
0
Implementing "Feature Scaling and Normalization Techniques" for Utility to Input Dataset
#148
kwanit1142
closed
3 years ago
1
Implemented Logistic regression plots.
#147
ShreyaSachan
closed
3 years ago
0
Implemented Bayes Optimization
#146
harsh-ux
closed
3 years ago
0
Implemented graphs for Polynomial Model
#145
ssiddharth27
closed
3 years ago
0
Creative and Newer Format for "Algorithms / Domain" Detail Tables, in ReadMe
#144
kwanit1142
opened
3 years ago
1
Implementing other "Advanced Clustering / Unsupervised Learning" Models
#143
kwanit1142
opened
3 years ago
1
Updated corrections in Polynomial Regression
#142
shreyashukla2
closed
3 years ago
0
Polynomial_Graph included
#141
ssiddharth27
closed
3 years ago
1
Bug Fixes and improvements related to Tensor and autograd
#140
0xnakul
closed
3 years ago
0
Plot Linear regression Loss vs epochs 2-D graph
#139
devyani-code
closed
3 years ago
0
Include metrics
#138
ssiddharth27
closed
3 years ago
0
Added Huber loss function.
#137
ShreyaSachan
closed
3 years ago
0
Restore Numerical_Outlier Method Class
#136
kwanit1142
closed
3 years ago
0
Implemented Decision Tree and Random Forest Algorithms
#135
shreyashukla2
closed
3 years ago
0
Implementing other "Anomaly Detection" Methods
#134
kwanit1142
opened
3 years ago
1
include numerical outlier method
#133
ssiddharth27
closed
3 years ago
0
Implement Lasso regression a.k.a L1 Regularization
#132
kwanit1142
closed
3 years ago
2
PEP8 Fixes
#131
kwanit1142
closed
3 years ago
0
include logcosh function
#130
ssiddharth27
closed
3 years ago
0
Include Log Cosh Loss_Func Class
#129
kwanit1142
closed
3 years ago
0
Added and updated location links in README.md
#128
ShreyaSachan
closed
3 years ago
0
Added cosine similarity function
#127
Udit-git-acc
closed
3 years ago
0
fixed derivative function of leakyrelu, added tests for elu, leakyrel…
#126
hiteshidudeja
closed
3 years ago
0
Fixed errors and warnings
#125
0xnakul
closed
3 years ago
0
Implemented Polynomial Regression
#124
shreyashukla2
closed
3 years ago
0
Implemented Autograd
#123
0xnakul
closed
3 years ago
0
Incorporate "Pandas Library Support" ,for inputting the data
#122
kwanit1142
closed
3 years ago
1
removed slashes
#121
hiteshidudeja
closed
3 years ago
0
fixed bug in sorting indexes( in k-means clustering), moved datasets …
#120
hiteshidudeja
closed
3 years ago
0
Added Multinomial Naive Bayes Classifier
#119
harsh-ux
closed
3 years ago
0
Update Bernoulli_naive_bayes_example.py
#118
harsh-ux
closed
3 years ago
0
Implemented Bernoulli Naive Bayes Classifier
#117
harsh-ux
closed
3 years ago
0
Bug fixes
#116
0xnakul
closed
3 years ago
1
Fixes sigmoid import bugs
#115
0xnakul
closed
3 years ago
0
Added Tensor class
#114
0xnakul
closed
3 years ago
0
potential code refactor, optimize code performance
#113
tusharnankani
closed
3 years ago
2
Converted all activations except heaviside function
#112
Abjcodes
closed
3 years ago
5
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