<section style="overflow-x: auto;padding: 15px 16px 16px;color: rgb(51, 51, 51);display: -webkit-box;font-size: 12px;background: rgb(248, 248, 248);border-radius: 5px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;"><span style="font-size: 16px;"><span style="font-weight: bold;line-height: 26px;">from</span> numba <span style="font-weight: bold;line-height: 26px;">import</span> jit<br /><span style="font-weight: bold;line-height: 26px;">import</span> random<br /><br /><span style="color: rgb(153, 153, 153);font-weight: bold;line-height: 26px;">@jit(nopython=True)</span><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">def</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">monte_carlo_pi</span><span style="line-height: 26px;">(nsamples)</span>:</span><br /> acc = <span style="color: rgb(0, 128, 128);line-height: 26px;">0</span><br /> <span style="font-weight: bold;line-height: 26px;">for</span> i <span style="font-weight: bold;line-height: 26px;">in</span> range(nsamples):<br /> x = random.random()<br /> y = random.random()<br /> <span style="font-weight: bold;line-height: 26px;">if</span> (x ** <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span> + y ** <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>) < <span style="color: rgb(0, 128, 128);line-height: 26px;">1.0</span>:<br /> acc += <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span><br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">4.0</span> * acc / nsamples<br /></span></section>
<section style="overflow-x: auto;padding: 15px 16px 16px;color: rgb(51, 51, 51);display: -webkit-box;font-size: 12px;background: rgb(248, 248, 248);border-radius: 5px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;"><span style="font-size: 16px;"><span style="color: rgb(153, 153, 153);font-weight: bold;line-height: 26px;">@numba.jit(nopython=True, parallel=True)</span><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">def</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">logistic_regression</span><span style="line-height: 26px;">(Y, X, w, iterations)</span>:</span><br /> <span style="font-weight: bold;line-height: 26px;">for</span> i <span style="font-weight: bold;line-height: 26px;">in</span> range(iterations):<br /> w -= np.dot(((<span style="color: rgb(0, 128, 128);line-height: 26px;">1.0</span> /<br /> (<span style="color: rgb(0, 128, 128);line-height: 26px;">1.0</span> + np.exp(-Y * np.dot(X, w)))<br /> - <span style="color: rgb(0, 128, 128);line-height: 26px;">1.0</span>) * Y), X)<br /> <span style="font-weight: bold;line-height: 26px;">return</span> w<br /></span></section>
<section style="overflow-x: auto;padding: 15px 16px 16px;color: rgb(51, 51, 51);display: -webkit-box;font-size: 12px;background: rgb(248, 248, 248);border-radius: 5px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;"><span style="font-size: 16px;"><span style="font-weight: bold;line-height: 26px;">import</span> math<br /><span style="font-weight: bold;line-height: 26px;">import</span> time<br /><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">def</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">is_prime</span><span style="line-height: 26px;">(num)</span>:</span><br /> <span style="font-weight: bold;line-height: 26px;">if</span> num == <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>:<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">True</span><br /> <span style="font-weight: bold;line-height: 26px;">if</span> num <= <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span> <span style="font-weight: bold;line-height: 26px;">or</span> <span style="font-weight: bold;line-height: 26px;">not</span> num % <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>:<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">False</span><br /> <span style="font-weight: bold;line-height: 26px;">for</span> div <span style="font-weight: bold;line-height: 26px;">in</span> range(<span style="color: rgb(0, 128, 128);line-height: 26px;">3</span>, int(math.sqrt(num) + <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span>), <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>):<br /> <span style="font-weight: bold;line-height: 26px;">if</span> <span style="font-weight: bold;line-height: 26px;">not</span> num % div:<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">False</span><br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">True</span><br /><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">def</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">run_program</span><span style="line-height: 26px;">(N)</span>:</span><br /> total = <span style="color: rgb(0, 128, 128);line-height: 26px;">0</span><br /> <span style="font-weight: bold;line-height: 26px;">for</span> i <span style="font-weight: bold;line-height: 26px;">in</span> range(N):<br /> <span style="font-weight: bold;line-height: 26px;">if</span> is_prime(i):<br /> total += <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span><br /> <span style="font-weight: bold;line-height: 26px;">return</span> total<br /><br /><br /><span style="font-weight: bold;line-height: 26px;">if</span> __name__ == <span style="color: rgb(221, 17, 68);line-height: 26px;">"__main__"</span>:<br /> N = <span style="color: rgb(0, 128, 128);line-height: 26px;">10000000</span><br /> start = time.time()<br /> total = run_program(N)<br /> end = time.time()<br /> print(<span style="color: rgb(221, 17, 68);line-height: 26px;">f"total prime num is <span style="color: rgb(51, 51, 51);line-height: 26px;">{total}</span>"</span>)<br /> print(<span style="color: rgb(221, 17, 68);line-height: 26px;">f"cost <span style="color: rgb(51, 51, 51);line-height: 26px;">{end - start}</span>s"</span>)<br /></span></section>
<section style="overflow-x: auto;padding: 15px 16px 16px;color: rgb(51, 51, 51);display: -webkit-box;font-size: 12px;background: rgb(248, 248, 248);border-radius: 5px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;"><span style="font-size: 16px;">total prime num is 664579<br />cost 47.386465072631836s<br /></span></section>
<section style="overflow-x: auto;padding: 15px 16px 16px;color: rgb(51, 51, 51);display: -webkit-box;font-size: 12px;background: rgb(248, 248, 248);border-radius: 5px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;"><span style="font-size: 16px;"><span style="color: rgb(153, 153, 153);font-weight: bold;line-height: 26px;">#<span style="line-height: 26px;">include</span> <span style="line-height: 26px;"><iostream></span></span><br /><span style="color: rgb(153, 153, 153);font-weight: bold;line-height: 26px;">#<span style="line-height: 26px;">include</span> <span style="line-height: 26px;"><cmath></span></span><br /><span style="color: rgb(153, 153, 153);font-weight: bold;line-height: 26px;">#<span style="line-height: 26px;">include</span> <span style="line-height: 26px;"><time.h></span></span><br /><span style="font-weight: bold;line-height: 26px;">using</span> <span style="font-weight: bold;line-height: 26px;">namespace</span> <span style="color: rgb(0, 134, 179);line-height: 26px;">std</span>;<br /><br /><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">bool</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">isPrime</span><span style="line-height: 26px;">(<span style="font-weight: bold;line-height: 26px;">int</span> num)</span> </span>{<br /><br /> <span style="font-weight: bold;line-height: 26px;">if</span> (num == <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>) <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">true</span>;<br /> <span style="font-weight: bold;line-height: 26px;">if</span> (num <= <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span> || num % <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span> == <span style="color: rgb(0, 128, 128);line-height: 26px;">0</span>) <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">false</span>;<br /> <span style="font-weight: bold;line-height: 26px;">double</span> sqrt_num = <span style="color: rgb(0, 134, 179);line-height: 26px;">sqrt</span>(<span style="font-weight: bold;line-height: 26px;">double</span>(num));<br /> <span style="font-weight: bold;line-height: 26px;">for</span> (<span style="font-weight: bold;line-height: 26px;">int</span> div = <span style="color: rgb(0, 128, 128);line-height: 26px;">3</span>; div <= sqrt_num; div +=<span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>){<br /> <span style="font-weight: bold;line-height: 26px;">if</span> (num % div == <span style="color: rgb(0, 128, 128);line-height: 26px;">0</span>) <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">false</span>;<br /> }<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">true</span>;<br />}<br /><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">int</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">run_program</span><span style="line-height: 26px;">(<span style="font-weight: bold;line-height: 26px;">int</span> N)</span></span>{<br /><br /> <span style="font-weight: bold;line-height: 26px;">int</span> total = <span style="color: rgb(0, 128, 128);line-height: 26px;">0</span>;<br /> <span style="font-weight: bold;line-height: 26px;">for</span> (<span style="font-weight: bold;line-height: 26px;">int</span> i; i < N; i++) {<br /> <span style="font-weight: bold;line-height: 26px;">if</span>(isPrime(i)) total ++;<br /> }<br /> <span style="font-weight: bold;line-height: 26px;">return</span> total;<br />}<br /><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">int</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">main</span><span style="line-height: 26px;">()</span><br /></span>{<br /> <span style="font-weight: bold;line-height: 26px;">int</span> N = <span style="color: rgb(0, 128, 128);line-height: 26px;">10000000</span>;<br /> <span style="font-weight: bold;line-height: 26px;">clock_t</span> start,end;<br /> start = clock();<br /> <span style="font-weight: bold;line-height: 26px;">int</span> total = run_program(N);<br /> end = clock();<br /> <span style="color: rgb(0, 134, 179);line-height: 26px;">cout</span> << <span style="color: rgb(221, 17, 68);line-height: 26px;">"total prime num is "</span> << total;<br /> <span style="color: rgb(0, 134, 179);line-height: 26px;">cout</span> << <span style="color: rgb(221, 17, 68);line-height: 26px;">"ncost "</span> << (end - start) / ((<span style="font-weight: bold;line-height: 26px;">double</span>) CLOCKS_PER_SEC) << <span style="color: rgb(221, 17, 68);line-height: 26px;">"sn"</span>;<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">0</span>;<br />}<br /></span></section>
<section style="overflow-x: auto;padding: 15px 16px 16px;color: rgb(51, 51, 51);display: -webkit-box;font-size: 12px;background: rgb(248, 248, 248);border-radius: 5px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;"><span style="font-size: 16px;">$ g++ isPrime.cpp -o isPrime<br />$ ./isPrime<br />total prime num is 664579<br />cost 2.36221s<br /></span></section>
<section style="overflow-x: auto;padding: 15px 16px 16px;color: rgb(51, 51, 51);display: -webkit-box;font-size: 12px;background: rgb(248, 248, 248);border-radius: 5px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;"><span style="font-size: 16px;"><span style="font-weight: bold;line-height: 26px;">import</span> math<br /><span style="font-weight: bold;line-height: 26px;">import</span> time<br /><span style="font-weight: bold;line-height: 26px;">from</span> numba <span style="font-weight: bold;line-height: 26px;">import</span> njit<br /><br /><span style="color: rgb(153, 153, 136);font-style: italic;line-height: 26px;"># @njit 相当于 @jit(nopython=True) </span><br /><span style="color: rgb(153, 153, 153);font-weight: bold;line-height: 26px;">@njit</span><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">def</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">is_prime</span><span style="line-height: 26px;">(num)</span>:</span><br /> <span style="font-weight: bold;line-height: 26px;">if</span> num == <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>:<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">True</span><br /> <span style="font-weight: bold;line-height: 26px;">if</span> num <= <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span> <span style="font-weight: bold;line-height: 26px;">or</span> <span style="font-weight: bold;line-height: 26px;">not</span> num % <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>:<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">False</span><br /> <span style="font-weight: bold;line-height: 26px;">for</span> div <span style="font-weight: bold;line-height: 26px;">in</span> range(<span style="color: rgb(0, 128, 128);line-height: 26px;">3</span>, int(math.sqrt(num) + <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span>), <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>):<br /> <span style="font-weight: bold;line-height: 26px;">if</span> <span style="font-weight: bold;line-height: 26px;">not</span> num % div:<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">False</span><br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">True</span><br /><br /><span style="color: rgb(153, 153, 153);font-weight: bold;line-height: 26px;">@njit</span><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">def</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">run_program</span><span style="line-height: 26px;">(N)</span>:</span><br /> total = <span style="color: rgb(0, 128, 128);line-height: 26px;">0</span><br /> <span style="font-weight: bold;line-height: 26px;">for</span> i <span style="font-weight: bold;line-height: 26px;">in</span> range(N):<br /> <span style="font-weight: bold;line-height: 26px;">if</span> is_prime(i):<br /> total += <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span><br /> <span style="font-weight: bold;line-height: 26px;">return</span> total<br /><br /><br /><span style="font-weight: bold;line-height: 26px;">if</span> __name__ == <span style="color: rgb(221, 17, 68);line-height: 26px;">"__main__"</span>:<br /> N = <span style="color: rgb(0, 128, 128);line-height: 26px;">10000000</span><br /> start = time.time()<br /> total = run_program(N)<br /> end = time.time()<br /> print(<span style="color: rgb(221, 17, 68);line-height: 26px;">f"total prime num is <span style="color: rgb(51, 51, 51);line-height: 26px;">{total}</span>"</span>)<br /> print(<span style="color: rgb(221, 17, 68);line-height: 26px;">f"cost <span style="color: rgb(51, 51, 51);line-height: 26px;">{end - start}</span>s"</span>)<br /></span></section>
<section style="overflow-x: auto;padding: 15px 16px 16px;color: rgb(51, 51, 51);display: -webkit-box;font-size: 12px;background: rgb(248, 248, 248);border-radius: 5px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;"><span style="font-size: 16px;">total prime num is 664579<br />cost 3.0948808193206787s<br /></span></section>
<section style="overflow-x: auto;padding: 15px 16px 16px;color: rgb(51, 51, 51);display: -webkit-box;font-size: 12px;background: rgb(248, 248, 248);border-radius: 5px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;"><span style="font-size: 16px;"><span style="font-weight: bold;line-height: 26px;">import</span> math<br /><span style="font-weight: bold;line-height: 26px;">import</span> time<br /><span style="font-weight: bold;line-height: 26px;">from</span> numba <span style="font-weight: bold;line-height: 26px;">import</span> njit, prange<br /><br /><span style="color: rgb(153, 153, 153);font-weight: bold;line-height: 26px;">@njit</span><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">def</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">is_prime</span><span style="line-height: 26px;">(num)</span>:</span><br /> <span style="font-weight: bold;line-height: 26px;">if</span> num == <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>:<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">True</span><br /> <span style="font-weight: bold;line-height: 26px;">if</span> num <= <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span> <span style="font-weight: bold;line-height: 26px;">or</span> <span style="font-weight: bold;line-height: 26px;">not</span> num % <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>:<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">False</span><br /> <span style="font-weight: bold;line-height: 26px;">for</span> div <span style="font-weight: bold;line-height: 26px;">in</span> range(<span style="color: rgb(0, 128, 128);line-height: 26px;">3</span>, int(math.sqrt(num) + <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span>), <span style="color: rgb(0, 128, 128);line-height: 26px;">2</span>):<br /> <span style="font-weight: bold;line-height: 26px;">if</span> <span style="font-weight: bold;line-height: 26px;">not</span> num % div:<br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">False</span><br /> <span style="font-weight: bold;line-height: 26px;">return</span> <span style="color: rgb(0, 128, 128);line-height: 26px;">True</span><br /><br /><span style="color: rgb(153, 153, 153);font-weight: bold;line-height: 26px;">@njit(parallel = True)</span><br /><span style="line-height: 26px;"><span style="font-weight: bold;line-height: 26px;">def</span> <span style="color: rgb(153, 0, 0);font-weight: bold;line-height: 26px;">run_program</span><span style="line-height: 26px;">(N)</span>:</span><br /> total = <span style="color: rgb(0, 128, 128);line-height: 26px;">0</span><br /> <span style="font-weight: bold;line-height: 26px;">for</span> i <span style="font-weight: bold;line-height: 26px;">in</span> prange(N):<br /> <span style="font-weight: bold;line-height: 26px;">if</span> is_prime(i):<br /> total += <span style="color: rgb(0, 128, 128);line-height: 26px;">1</span><br /> <span style="font-weight: bold;line-height: 26px;">return</span> total<br /><br /><br /><span style="font-weight: bold;line-height: 26px;">if</span> __name__ == <span style="color: rgb(221, 17, 68);line-height: 26px;">"__main__"</span>:<br /> N = <span style="color: rgb(0, 128, 128);line-height: 26px;">10000000</span><br /> start = time.time()<br /> total = run_program(N)<br /> end = time.time()<br /> print(<span style="color: rgb(221, 17, 68);line-height: 26px;">f"total prime num is <span style="color: rgb(51, 51, 51);line-height: 26px;">{total}</span>"</span>)<br /> print(<span style="color: rgb(221, 17, 68);line-height: 26px;">f"cost <span style="color: rgb(51, 51, 51);line-height: 26px;">{end - start}</span>s"</span>)<br /></span></section>
<section style="overflow-x: auto;padding: 15px 16px 16px;color: rgb(51, 51, 51);display: -webkit-box;font-size: 12px;background: rgb(248, 248, 248);border-radius: 5px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;"><span style="font-size: 16px;">python isPrime.py<br />total prime num is 664579<br />cost 1.4398791790008545s<br /></span></section>
最后的话
<p style="max-width: 100%;min-height: 1em;font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><strong style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;font-size: 15px;color: rgb(2, 30, 170);box-sizing: border-box !important;overflow-wrap: break-word !important;">推荐阅读:</span></strong></p><p style="max-width: 100%;min-height: 1em;font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;font-size: 15px;color: rgb(2, 30, 170);box-sizing: border-box !important;overflow-wrap: break-word !important;">入门: </span><span style="max-width: 100%;color: rgb(2, 30, 170);text-decoration: underline;font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;">最全的零基础学Python的问题</span><span style="max-width: 100%;font-size: 15px;color: rgb(2, 30, 170);box-sizing: border-box !important;overflow-wrap: break-word !important;"> | </span><span style="max-width: 100%;color: rgb(2, 30, 170);text-decoration: underline;font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;">零基础学了8个月的Python </span> <span style="max-width: 100%;color: rgb(2, 30, 170);text-decoration: underline;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;">|</span> <span style="max-width: 100%;text-decoration: underline;font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;">实战项目</span> <span style="max-width: 100%;text-decoration: underline;font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;">|学Python就是这条捷径</span></p><p style="max-width: 100%;min-height: 1em;font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><br style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;" /></p><p style="max-width: 100%;min-height: 1em;font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;font-size: 15px;color: rgb(2, 30, 170);box-sizing: border-box !important;overflow-wrap: break-word !important;">干货:</span><span style="max-width: 100%;font-size: 15px;color: rgb(2, 30, 170);text-decoration: underline;box-sizing: border-box !important;overflow-wrap: break-word !important;">爬取豆瓣短评,电影《后来的我们》</span> | <span style="max-width: 100%;font-size: 14px;text-decoration: underline;box-sizing: border-box !important;overflow-wrap: break-word !important;">38年NBA最佳球员分析 </span><span style="max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;text-decoration: underline;box-sizing: border-box !important;overflow-wrap: break-word !important;">|</span> </span><span style="max-width: 100%;font-size: 15px;text-decoration: underline;box-sizing: border-box !important;overflow-wrap: break-word !important;">从万众期待到口碑扑街!唐探3令人失望</span> | 笑看新倚天屠龙记 | 灯谜答题王 |<span style="max-width: 100%;font-size: 14px;text-decoration: underline;box-sizing: border-box !important;overflow-wrap: break-word !important;">用Python做个海量小姐姐素描图 |</span></p><p style="max-width: 100%;min-height: 1em;font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><br style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;" /></p><p style="max-width: 100%;min-height: 1em;font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;font-size: 15px;color: rgb(2, 30, 170);box-sizing: border-box !important;overflow-wrap: break-word !important;">趣味:</span><span style="max-width: 100%;color: rgb(2, 30, 170);text-decoration: underline;font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;">弹球游戏</span> | <span style="max-width: 100%;text-decoration: underline;font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;">九宫格</span> | 漂亮的花 | 两百行Python《天天酷跑》游戏!</p><p style="max-width: 100%;min-height: 1em;font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><br style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;" /></p><p style="max-width: 100%;min-height: 1em;font-family: -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;color: rgb(2, 30, 170);box-sizing: border-box !important;overflow-wrap: break-word !important;">AI:</span> 会做诗的机器人 | 给图片上色 | 预测收入 | 碟中谍这么火,我用机器学习做个迷你推荐系统电影</p>
年度爆款文案
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1).卧槽!Pdf转Word用Python轻松搞定!
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2).学Python真香!我用100行代码做了个网站,帮人PS旅行图片,赚个鸡腿吃
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3).首播过亿,火爆全网,我分析了《乘风破浪的姐姐》,发现了这些秘密
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4).80行代码!用Python做一个哆来A梦分身
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5).你必须掌握的20个python代码,短小精悍,用处无穷
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6).30个Python奇淫技巧集
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7).我总结的80页《菜鸟学Python精选干货.pdf》,都是干货
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8).再见Python!我要学Go了!2500字深度分析!
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9).发现一个舔狗福利!这个Python爬虫神器太爽了,自动下载妹子图片
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230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" style="max-width: 100%;display: inline-block;clear: both;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-brushtype="text" data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-style="padding: 18px 15px 20px 10px; color: rgb(86, 146, 214); text-align: center; letter-spacing: 1.5px; background-image: url('https://www.zkxjob.com/wp-content/uploads/2022/06/wxsync-2022-06-a2a8a5e1e58f30392066a170034ee027.png'); background-size: 100% 100%; background-repeat: no-repeat; overflow-wrap: break-word !important;" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" 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data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="padding: 18px 15px 20px 10px;max-width: 100%;background-size: 100% 100%;background-image: url('https://www.zkxjob.com/wp-content/uploads/2022/06/wxsync-2022-06-a2a8a5e1e58f30392066a170034ee027.png');color: rgb(86, 146, 214);letter-spacing: 1.5px;background-repeat: no-repeat;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" 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data-darkmode-original-color-15882396318564="rgb(0, 0, 0)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="max-width: 100%;display: flex;justify-content: center;align-items: center;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(230, 230, 230)" data-darkmode-original-color-15870356070738="rgb(0, 0, 0)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(230, 230, 230)" data-darkmode-original-color-15870356071023="rgb(0, 0, 0)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(230, 230, 230)" data-darkmode-original-color-15882384789136="rgb(0, 0, 0)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(230, 230, 230)" data-darkmode-original-color-15882396318564="rgb(0, 0, 0)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="margin-left: 2px;max-width: 100%;width: 20px;box-sizing: border-box !important;overflow-wrap: break-word !important;"></section><section data-brushtype="text" data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(51, 51, 51)" data-darkmode-original-color-15860613985508="rgb(51, 51, 51)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(51, 51, 51)" data-darkmode-original-color-15870356070738="rgb(51, 51, 51)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(51, 51, 51)" data-darkmode-original-color-15870356071023="rgb(51, 51, 51)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(51, 51, 51)" data-darkmode-original-color-15882384789136="rgb(51, 51, 51)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(51, 51, 51)" data-darkmode-original-color-15882396318564="rgb(51, 51, 51)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(51, 51, 51)" data-darkmode-original-color-15900529136199="rgb(51, 51, 51)" data-darkmode-bgimage-15900529136199="1" style="max-width: 100%;font-size: 14px;color: rgb(51, 51, 51);text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;font-family: 楷体, 楷体_GB2312, SimKai;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;white-space: pre-wrap;font-size: 12px;box-sizing: border-box !important;overflow-wrap: break-word !important;">点阅读原文,领廖雪峰大数据视频资料!</span></span></section></section></section></section></section></section></section>
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