gabrielkirsten

 ###############################
 Install Docker
 ###############################

 # get a docker instalation script
 curl -fsSL https://get.docker.com -o get-docker.sh
 
 # execute the instalation script
 sudo sh get-docker.sh
 

gabrielkirsten

for i in range(nb_epochs):
    np.random.shufle(data)
    for example in get(batches(data, batch_size=50):
        params_grad = evaluate_gradient(loss_function, batch, params)
        params = params - learning_rate * params_grad

gabrielkirsten

for i in range(nb_epochs):
    np.random.shufle(data)
    for example in data:
        params_grad = evaluete_gradient(loss_function, example, params)
        params = params - learning_rate * params_grad