https://github.com/fs02/flower
:exclamation: Broken Code!! - An attempt to make modular neural network API
https://github.com/fs02/flower
Last synced: 12 months ago
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:exclamation: Broken Code!! - An attempt to make modular neural network API
- Host: GitHub
- URL: https://github.com/fs02/flower
- Owner: Fs02
- License: mit
- Created: 2016-08-31T20:16:02.000Z (almost 10 years ago)
- Default Branch: master
- Last Pushed: 2016-12-11T20:11:28.000Z (over 9 years ago)
- Last Synced: 2024-05-01T12:16:45.012Z (about 2 years ago)
- Language: C++
- Homepage:
- Size: 1.8 MB
- Stars: 1
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# flower
An attempt to make modular neural network API
## Training Method
### Gradient Descent
#### Operation/Layer
- [x] Matrix Multiplication
- [x] Sigmoid
- [x] Tanh
- [x] Relu
- [x] Elu
- [ ] LeakyRelu
- [x] Dropout
- [ ] Softmax
- [ ] Convolution
- [ ] Pooling
- [ ] Batch Normalization
#### Optimizer
- [x] Vanilla
- [x] Momentum
- [x] RMS Prop
- [ ] Adam
#### Loss
- [ ] MSE
- [ ] Cross Entrophy
### Genetic Algorithm
Coming soon
### Particle Swarm
Coming soon