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python – How to get high performance for this program

I have a problem with the result, the result runs slowly and causes memory error for large data

def BCS (Eval_Func, m_i = 50, n = 50, minf = 0, dim = none, prog = false, alpha = 0,1, beta = 1,5, param = 0,2):

estimate = Eval_Func (). assess

if dim == none:
dim = Eval_Func (). check_dimentions (dim)
pa = param
# flag = dr
people = random_search (n, dim)
fit =[float("-inf") if minf == 0 else float("inf") for _ in range(n)]
    pos =[0 for _ in range(n)]
    g_pos =[0]*low
g_val = float ("- inf") if minf == 0 otherwise float ("inf")
people_dict = {tuple ([0]* dim): float ("- inf") if minf == 0 otherwise float ("inf")}
if prog:
tab = tqdm (range (m_i))
tab = range (m_i)
for that in miter:
for i, g to enumerate (people):
if the tuple (g) in people_dict:
score = people_dict[tuple(g)]
score = estimate (g)
gens_dict[tuple(g)]= score
if score> fit[i] if minf == 0 otherwise score < fit[i]:

        if minf==0:
            if maxfit > g_val:
g_val = dc (maxfit)
g_pos = dc (people[maxind])
if minfit <g_val:
g_val = dc (minfit)
g_pos = dc (people[minind])

if pa < random.uniform(0,1):
            if minf==0:
                gens[minind]=[0 if 0.5>random.uniform (0,1) otherwise 1 for _ in the range (dim)]#rand_gen ()
in shape[minind]= float ("- inf") if minf == 0 otherwise float ("inf")
people[maxind]=[0 if 0.5>random.uniform(0,1) else 1 for _ in range(dim)]#rand_gen ()
in shape[maxind]= float ("- inf") if minf == 0 otherwise float ("inf")

for g in people:
for d in the range (dim):
x = levy_flight (beta, g_pos[d], g[d],alpha)
if random.uniform (0,1) < sigmoid(x):
    return g_val,g_pos,g_pos.count(1)
class Evaluate:
    def __init__(self):
        self.train_l = tr_y
        self.train_d = tr_x
        self.test_l = te_y
        self.K = 2
    def evaluate(self,gen):
        mask=np.array(gen) > 0
al_data = np.array ([al[mask] for al in self.train_d])
# al_test_data = np.array ([al[mask] for al in self.test_d])
kf = ms.KFold (n_splits = self.K, random_state = 42)
s = 0
for tr_ix, te_ix in kf.split (al_data):
s + = svm.SVR (kernel = "linear", gamma = 0.001, C = 1.0, epsilon = 0.2) .fit (al_data[tr_ix], self.train_l[tr_ix]) .score (al_data[te_ix], self.train_l[te_ix]). predict (al_test_data)
s / = self.K
def check_dimentions (self, sun):
if dim == none:
returns len (self.train_d[0])
return dim
def test_score (gen, tr_x, tr_y, te_x, te_y):
mask = np.array (gen) == 1
al_data = np.array (tr_x[:,mask])
al_test_data = np.array (te_x[:,mask])
return np.mean (np.abs (([svm.SVR(kernel = 'linear', gamma=0.001, C=1.0, epsilon=0.2).fit(al_data,tr_y).score(al_test_data,te_y) for i in range(4)]))) * 100    

And then I will call the BCS function with this program

def fseSelection (data, column):
result = []
    n = len (column)
for i in the interval (0,2):
X = data.loc[data['label']== i].iloc[:,0:n-2]
        y = data.loc[data['label']== i].iloc[:,-1]
        tr_x, te_x, tr_y, te_y = train_test_split (X, y, test size = 0.2, random state = 42)
sc_X = StandardScaler ()
tr_x = sc_X.fit_transform (tr_x)
te_x = sc_X.fit_transform (te_x)
s, g, l = BCS (Eval_Func = Evaluate, n = 20, m_i = 200)
result.append ("". join (map (str, g)))
returned result




I hope that someone can help me get the high performance needed to run this program and get the result faster. – Streaming and Download Platform with Affiliate Program | NewProxyLists

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Program ending alone; Linked lists in C

Hello, I have two little problems in my code.

It closes twice, one when I'm going to print on the screen the elements of my linked lists and another when I'm going to insert the elements of a text file and insert them in the list.

Here are the most relevant features to solve this problem.

struct ender {
Character name[100];
chariot city[100];
character status[100];
unsigned long int cep;
struct ender * prox;

typedef struct ender end;

end * info

List body.

empty fingerprints (end * ini, int * index)
int i = 0;

end * p;

for (p = ini-> prox; i < *indice && p != NULL; p = p->prox)
if (isalpha (p-> name[0])) {
printf ("- registry% d:  n", i ++);
printf (" t Name:% s", p-> name);
printf (" t Street:% s", p-> street);
printf (" t City:% s", p-> city);
printf (" t State:% s  n", p-> state);
printf (" t CEP:% lu  n", p-> cep);

Print function /.

void le_arq_text (int * index, end * info)
int i = 0;
FILE * file;

* index = 100;
info = (end *) realloc (info, 100 * sizeof (end));
file = fopen ("database.txt", "r");
create_list (info);

end * read = info;

for <= *indice && read != NULL; i++, read = read->prox)
if I < 0){
            le_string_arquivo(read->name, 100, file);
le_string_file (read-> street, 100, file);
le_string_file (read-> city, 100, file);
le_string_file (read-> state, 100, file);
fscanf (file, "% ld", & read-> cep);
i ++;
read = free (read);
fclose (file);

Function that passes from the text file to the list /.
Below, the "create_list" and "free" functions mentioned in the le_arq_text function.

end * free (end * info)
end * new;

new = (end *) malloc (sizeof (end));
new-> prox = info-> prox;
info-> prox = new;

return again;


Free function, retrone the free cell from the list /.

void create_list (end * info)
info = (end *) malloc (sizeof (end));
info-> prox = NULL;

Create_list function, creates an empty list /.

I hope it was clear, thanks for all the help available.

python – Differences between the manual closing of a program and the use of "taskkill"

When I close spotify by giving ALT + F4, with the small cross at the top right or even at the end of the task in the task manager, I keep the status of the song in which I was ("the time "). However, when using

os.system ("TASKKILL / F / IM spotify.exe")
subprocess.Popen ("C: /Users/usuario/AppData/Roaming/Spotify/Spotify.exe")

Spotify closes so as not to save the song in which it was or to the minute.

Why does this happen? Is there a way to close the program so that the status of the song is saved? Use a python command.

os.system ("TASKKILL / IM spotify.exe")

he does not keep the state either.

ada – GNAT: GPS: missing error in library library -lsystem after a new install with the help of a (almost) empty program [MacOS]

Program content:

main procedure is
to start
main end;

Error message:

gprbuild -d -P / Users / xxx / helloworld / helloworld.gpr /Users/xxx/helloworld/src/main.adb
   [Ada]          main.adb
   [gprbind]      main.bexch
   [Ada]          main.ali
ld: library not found for -lSystem
collect2: error: ld returned 1 exit status

What I have tried as a root user:

find / -name & # 39; * ystem * & # 39;

but could not find any library with a system name

MacOS: 10.13.6

GPS version: gnat-community-2019-20190517-x86_64-darwin-bin installed without problem

hold – How to use Catch correctly[] prevent my program from giving up?

I receive an error describing an untrimmed throw, with the accompanying code returned:

hold[Throw[$Failed, CURLLink`Utilities`Exception]]

I managed to find the function from which the error comes by saving the part of the code running when the program fails, and I am now trying to use it Capture[] to solve the error. However, the error persists despite my body wrap Capture[] around the part of the code that I believe is responsible. Is there a limit to what can fit inside the Capture[]?

Regarding my understanding of Capture[] go, I thought this would automatically capture all the error messages returned and prevent the program from shutting down. Is my basic assumption about this function incorrect?

In recent weeks, I have done a lot of research on my spare time trying to fix this bug, including browsing the publications on this site, but the understanding of the error correction has alluded to. I appreciate the help.

Here's a screenshot of the code, which extracts some emails from my account:
enter the description of the image here

windows – Possible to find which program uses a webcam or a microphone?

On Windows, is there a way to determine which program is currently using the webcam, whether it's the camera or the microphone?

Until now, I went into Device Manager and got the names "Physical Device Object" from the webcam functions (sound / video, imaging and camera objects), then in Process Explorer and searched for open handles. I'm going to see that audiodg.exe uses it ("Windows Sound Device Graph Isolation"), but if we look at its command line, there is no indication who called it. There is also a svchost.exe that accesses it, and the command line includes "AudioEndpointBuilder". But again, I can not determine which program called for this.

Meanwhile, the light from the webcam shows that something is still accessing it. I realize that I can use the deduction by shutting down programs until the light goes out, but I was hoping more targeted troubleshooting would be needed to find out what triggers microphone / webcam access in Windows 10.

: hd wh

BlackHatKings: Proxies and VPN Section
Posted by: Davidbendy
Post time: June 21, 2019 at 17:53.

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