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lines changed Original file line number Diff line number Diff line change 1+ # Opixelib AI Module
2+
3+ ## Structure
4+
5+ ### Activation
6+
7+ Contains all activation functions.
8+
9+ - [x] Binary step
10+ - [ ] ELU
11+ - [ ] Gaussian
12+ - [ ] GELU
13+ - [ ] Identity
14+ - [x] Leaky ReLU
15+ - [ ] PReLU
16+ - [ ] Probit
17+ - [x] ReLU
18+ - [ ] SELU
19+ - [ ] Sigmoid
20+ - [ ] SiLU
21+ - [ ] SMHT
22+ - [x] Softmax
23+ - [ ] Softplus
24+ - [ ] Softsign
25+ - [ ] TanH
26+
27+ ### Data
28+
29+ Contains functions for extracting, preparing and processing data.
30+
31+ ### Layer
32+
33+ Contains all types of layer used in neural networks.
34+
35+ - [ ] Convolution
36+ - [ ] Dense
37+ - [ ] Dropout
38+ - [ ] Flatten
39+ - [ ] Pooling
40+ - [ ] Recurrent
41+
42+ ### Loss
43+
44+ Contains all loss functions.
45+
46+ - [ ] MSE
47+ - [ ] MAE
48+ - [ ] XC
49+
50+ ### Model
51+
52+ Contains functions for defining and compiling neural networks.
53+
54+ ### Neuron
55+
56+ Contains the structure of a neuron with its related methods.
57+
58+ ### Optimizer
59+
60+ Contains all optimizer functions.
61+
62+ - [ ] Adam
63+ - [ ] GD
64+ - [ ] RMSprop
65+ - [ ] SGD
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