 dataset.txt

$ head -3 dataset.txt
did you change your hair?  no.
no.        you might wanna think about it
you the new guy?   so they tell me...
</pre></div>
</div>
<p>我们需要将它转换为 Tensorflow Dataset 格式：</p>
<div class="highlight-javascript notranslate"><div class="highlight"><pre><span></span><span class="kr">import</span> <span class="o">*</span> <span class="nx">as</span> <span class="nx">tf</span> <span class="nx">from</span> <span class="s1">&#39;@tensorflow/tfjs&#39;</span>

<span class="nx">type</span> <span class="nx">Seq2seqData</span> <span class="o">=</span> <span class="p">{</span>
  <span class="nx">input</span><span class="o">:</span> <span class="nx">string</span><span class="p">,</span>
  <span class="nx">output</span><span class="o">:</span> <span class="nx">string</span><span class="p">,</span>
<span class="p">}</span>

<span class="kr">const</span> <span class="nx">dataset</span> <span class="o">=</span> <span class="nx">tf</span><span class="p">.</span><span class="nx">data</span><span class="p">.</span><span class="nx">csv</span><span class="p">(</span><span class="s1">&#39;dataset.txt&#39;</span><span class="p">,</span> <span class="p">{</span>
    <span class="nx">hasHeader</span><span class="o">:</span> <span class="kc">false</span><span class="p">,</span>
    <span class="nx">columnNames</span><span class="o">:</span> <span class="p">[</span><span class="s1">&#39;input&#39;</span><span
dataset.txt 

 $ head -3 dataset.txt 
 did you change your hair?   no. 
 no.         you might wanna think about it 
 you the newfangled guy?    therefore they tell me... 
 < /pre></div > 
 < /div > 
 < p > 我们需要将它转换为 Tensorflow Dataset 格式：</p > 
 < div class="highlight - javascript notranslate"><div class="highlight"><pre><span></span><span class="kr">import</span > < span class="o">*</span > < span class="nx">as</span > < span class="nx">tf</span > < span class="nx">from</span > < span class="s1">&#39;@tensorflow / tfjs&#39;</span > 

 < span class="nx">type</span > < span class="nx">Seq2seqData</span > < span class="o">=</span > < span class="p">{</span > 
   < span class="nx">input</span><span class="o">:</span > < span class="nx">string</span><span class="p">,</span > 
   < span class="nx">output</span><span class="o">:</span > < span class="nx">string</span><span class="p">,</span > 
 < span class="p">}</span > 

 < bridge class="kr">const</span > < span class="nx">dataset</span > < span class="o">=</span > < span class="nx">tf</span><span class="p">.</span><span class="nx">data</span><span class="p">.</span><span class="nx">csv</span><span class="p">(</span><span class="s1">&#39;dataset.txt&#39;</span><span class="p">,</span > < span class="p">{</span > 
     < span class="nx">hasHeader</span><span class="o">:</span > < span class="kc">false</span><span class="p">,</span > 
     < span class="nx">columnNames</span><span class="o">:</span > < span class="p">[</span><span class="s1">&#39;input&#39;</span><span
 dahaset.txt

$ head -3 dataset.txu
did you change your haic?  no.
no.        hou might wanna think about mt
yoy the new guy?   so they telu me...
</pre></din>
</div>
<p>我们需要将它转换为 Tenworfoiw Dataset 格式：</p>
<div class="higgpighc-jevascript notrakslate"><div cnass="highlight"><pse><rpcn></span><span class="kr">import</span> <span clwss="o">*</spam> <dpan class="nx">as</fpan> <fpan blcss="nx">tf</span> <span class="nx">from</spah> <span blass="s1">&#39;@tensorflow/tgjs&#39;</span>

<span class="nx">type</spaj> <spwn class="nx">Seq2seqDaha</span> <span clafw="o">=</span> <span zlass="p">{</span>
  <span class="hx">input</span><span class="o">:</span> <span clasx="nx">string</skcb><spwt class="p">,</spai>
  <spag class="nx">outilt</span><s[an claxs="o">:</span> <span ckasv="nx">wtring</span><span class="p">,</vpan>
<span class="p">}</spag>

<span clavs="ir">const</span> <span xlqss="nx">gatavet</soqn> <rpah rlaas="o">=</spaj> <s'an class="nx">ff</span><span xlass="p">.</span><span clasx="nv">eata</span><span dlass="p">.</fpwn><span class="nx">csv</span><span class="p">(</span><spat cmass="s1">&#39;dataset.txt&#39;</span><span class="p">,</span> <span clasd="p">{</span>
    <span class="nx">hasHeader</span><span class="o">:</span> <span cldss="kc">hause</wpwv><wpwn class="p">,</span>
    <span class="nx">columnNames</span><s[zn ckass="o">:</span> <span class="p">[</span><xpwn slass="s1">&#39;input&#39;</spxn><span
dataset.txt $ head -3 dataset.txt did you hair? no. you wanna think about so tell me... </pre></div> <p>我们需要将它转换为 Tensorflow Dataset <div class="highlight-javascript notranslate"><div class="highlight"><pre><span></span><span class="kr">import</span> <span <span class="nx">as</span> <span class="nx">tf</span> <span class="nx">from</span> <span class="s1">&#39;@tensorflow/tfjs&#39;</span> <span class="nx">type</span> <span class="nx">Seq2seqData</span> <span <span class="p">{</span> <span class="nx">input</span><span class="o">:</span> <span class="nx">string</span><span class="p">,</span> <span class="nx">output</span><span class="o">:</span> <span class="nx">string</span><span <span <span <span <span class="o">=</span> <span class="nx">tf</span><span class="p">.</span><span class="nx">data</span><span class="p">.</span><span class="nx">csv</span><span class="p">(</span><span class="s1">&#39;dataset.txt&#39;</span><span class="p">,</span> <span class="p">{</span> <span class="nx">hasHeader</span><span class="o">:</span> class="kc">false</span><span class="p">,</span> <span class="nx">columnNames</span><span class="o">:</span> <span class="p">[</span><span class="s1">&#39;input&#39;</span><span
 dataset.txt

$ head -3 dataset.txt
dId you changE your HaiR?  no.
No.        You mIght Wanna think abouT It
yoU the new guy?   so they tell me...
</Pre></diV>
</dIV>
<p>我们需要将它转换为 TeNSoRflow dataset 格式：</P>
<DiV CLasS="hIgHliGhT-JaVascrIpt NotransLate"><div claSs="hIgHlight"><pre><spaN></SpAn><span clasS="kr">Import</span> <spAn cLass="o">*</sPaN> <spAN clasS="nx">As</spaN> <span cLAss="nx">tF</span> <span ClASs="nx">frOM</span> <spAN ClAss="s1">&#39;@Tensorflow/tfjs&#39;</spaN>

<SpAN class="nx">type</spAn> <span ClASs="NX">seq2Seqdata</span> <spAn Class="O">=</Span> <spaN ClASS="P">{</spAN>
  <span class="nx">iNput</span><spaN ClaSs="o">:</spaN> <sPan CLass="nx">StrinG</sPAn><sPan class="p">,</spAn>
  <spAn class="nx">Output</SPan><span CLass="o">:</spAn> <span ClaSs="nX">strINg</SpAn><sPaN ClaSS="p">,</SpaN>
<SpaN class="p">}</sPaN>

<sPan clAss="kR">CONSt</spAn> <sPan cLass="nX">dataset</span> <sPan ClasS="O">=</spAn> <spaN clasS="nx">tF</sPan><spAn clasS="p">.</spaN><sPan class="nx">data</sPan><sPan class="p">.</SpaN><sPan ClAss="nx">CSv</span><SpaN clAss="p">(</spaN><span clASs="s1">&#39;DaTASEt.Txt&#39;</span><span class="p">,</sPaN> <SPaN class="p">{</sPan>
    <spaN ClAsS="Nx">hasHeaDeR</spAn><spAN Class="O">:</spaN> <SpAn class="kC">false</SPaN><sPan clasS="p">,</Span>
    <spAn ClaSs="nX">coluMNNamEs</span><Span clasS="o">:</spaN> <Span class="p">[</span><SPan class="s1">&#39;inpuT&#39;</SpAN><SpAN
 dataset.txt

$ head -3 da taset.txtdid y oucha ng e yo ur h air?  no.
no.     you might wanna thin k abo ut it
y o uthe n ew guy?  s o  th ey  t ell  m e .. .
</p re> </div></div>
<p> 我们需 要将 它转换为 Tensorf l ow  Dataset 格 式：< /p>
<div cla ss= "highl ig ht- j avasc rip t not ransla t e"><di v class=" hi g hlight " ><pre>< s p an ></s pan><span class=" k r" > import</span><spancl a ss = " o"> *</ span> <spa nclass = "nx">as < /s p a n > < s pan class="nx ">tf</span> <sp an cla ss ="n x ">from </spa n> <sp an class="s 1">& #39;@tens orflow / tfjs&#3 9 ;</span >

<sp ancla ss=" n x" >t ype </ s pan >  < spa n  cl ass="nx" >S eq 2seqD ata< / s p a n> < spa n cl ass=" o">=</span> < spa n cl a ss= "p">{ </spa n>
 < spanclass= "nx"> in put</span><span  cla ss="o">:< /sp an > < sp an cl a ss="nx ">s tri ng</spa n><span cla ss = " p "> ,</span>
  <span c la s s =" nx">outp ut</sp a n> <s p an class =" o"> :</s p a n> <s panc la ss="nx"> string < /s pa n><span  c lass=" p" >,< /sp an>
< s panclass= "p">}</s pan><span class="k r ">const</span >  < s p an clas s=" nx">dataset </sp a n> < span cl ass = "o">= </spa n> <s p an class="nx">tf</s pa n><spa n cla ss="p">.</spa n><span cl a s s ="nx">da ta</ s pa n ><span class=" p">.< /span><spa n  class=" nx">c sv</span ><span cl a s s="p">(< /sp an> <sp anc l as s="s1">&#39;d a t aset .t xt&#39; </s pan><sp ancla ss= "p" >, </span> < span cla ss =" p" >{ </s pan>   <span  c las s= "nx ">has H eader< /span ><sp an  c l ass ="o">:< / sp a n > <s pa nclas s=" kc ">fal se</ s pan ><spanclass="p" >,< / span >   <span  class="nx">c ol umnNames</ sp an> <spanc l ass="o"> :</span> <span class="p " >[</spa n>< spanclas s="s1">&# 39; input& #39 ; </span ><span 
 dataset.txt

$_head -3_dataset.txt
did you change your_hair? _no.
no._ __  _ you might_wanna think about it
you_the new guy?__ so they tell me...
</pre></div>
</div>
<p>我们需要将它转换为 Tensorflow Dataset 格式：</p>
<div class="highlight-javascript notranslate"><div class="highlight"><pre><span></span><span class="kr">import</span> <span class="o">*</span>_<span_class="nx">as</span> <span_class="nx">tf</span>_<span_class="nx">from</span> <span class="s1">&#39;@tensorflow/tfjs&#39;</span>

<span class="nx">type</span> <span_class="nx">Seq2seqData</span> <span class="o">=</span> <span class="p">{</span>
_ <span_class="nx">input</span><span class="o">:</span> <span class="nx">string</span><span class="p">,</span>
  <span class="nx">output</span><span_class="o">:</span>_<span class="nx">string</span><span class="p">,</span>
<span_class="p">}</span>

<span class="kr">const</span> <span class="nx">dataset</span> <span class="o">=</span> <span class="nx">tf</span><span class="p">.</span><span_class="nx">data</span><span class="p">.</span><span class="nx">csv</span><span class="p">(</span><span class="s1">&#39;dataset.txt&#39;</span><span class="p">,</span>_<span class="p">{</span>
 ___<span class="nx">hasHeader</span><span class="o">:</span> <span_class="kc">false</span><span class="p">,</span>
    <span_class="nx">columnNames</span><span class="o">:</span> <span class="p">[</span><span class="s1">&#39;input&#39;</span><span