algs

nn_algorithms

1 Automatic differentiation
2 my nn framework(
    layer: Dense, SimpleRnn, Conv2d, Flatten
    activation: linear sigmoid tanh softmax relu leakyrelu
    loss: mse Crossentropy_with_softmax
    optimizer: sgd sgd_with_momentum
)

ml_algorithms

1 cart regression
2 cart classifier
3 mix gaussian
4 svm with kernel
5 hmm
6 gbdt regression
7 gbdt classifier
8 fm

matrix_algorithms

1 qr factorization
2 svd

data_structure_algorithms

1 binary tree
2 binary sort tree
3 avl tree
4 rb tree (llrb)
5 fast pow
6 median (master-worker)
7 sort