programme | data structure | |||||
language | ||||||
algorithm | ||||||
maths | Linear algebra | |||||
Probability and statistics | ||||||
Numerical optimization | ||||||
Calculus | ||||||
NN | CNN | RNN | ReNN | LSTM | GAN | VNN |
SVM | RL | |||||
Image processing | digital signal processing. | |||||
Image processing: | rotations | |||||
translations | ||||||
scaling | ||||||
PYTHON LIB | numpy NLTK | |||||
pandas pylab plotly | ||||||
matplotlib | ||||||
scipy scrapy seaborn sympy scikit statsmodels | ||||||
Tensorflow Theano Torch | ||||||
Keras | ||||||
bokeh caffe | ||||||
gensim |