-
Notifications
You must be signed in to change notification settings - Fork 0
/
index.html
351 lines (220 loc) · 17.5 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
<!DOCTYPE html>
<html lang="en-us">
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
<title>Angelo Basile | 👋 Hi!</title>
<meta name="viewport" content="width=device-width,minimum-scale=1">
<meta name="generator" content="Hugo 0.77.0" />
<META NAME="ROBOTS" CONTENT="NOINDEX, NOFOLLOW">
<link href="/dist/css/app.1cb140d8ba31d5b2f1114537dd04802a.css" rel="stylesheet">
<link href="/index.xml" rel="alternate" type="application/rss+xml" title="Angelo Basile" />
<link href="/index.xml" rel="feed" type="application/rss+xml" title="Angelo Basile" />
<meta property="og:title" content="👋 Hi!" />
<meta property="og:description" content="Welcome to my blog!" />
<meta property="og:type" content="website" />
<meta property="og:url" content="https://anbasile.github.io/" />
<meta property="og:updated_time" content="2020-04-17T00:00:00+00:00" />
<meta itemprop="name" content="👋 Hi!">
<meta itemprop="description" content="Welcome to my blog!">
<meta name="twitter:card" content="summary"/>
<meta name="twitter:title" content="👋 Hi!"/>
<meta name="twitter:description" content="Welcome to my blog!"/>
</head>
<body class="ma0 avenir bg-near-white">
<header>
<div class="pb3-m pb6-l bg-black">
<nav class="pv3 ph3 ph4-ns" role="navigation">
<div class="flex-l justify-between items-center center">
<a href="https://anbasile.github.io/" class="f3 fw2 hover-white no-underline white-90 dib">
Angelo Basile
</a>
<div class="flex-l items-center">
<ul class="pl0 mr3">
<li class="list f5 f4-ns fw4 dib pr3">
<a class="hover-white no-underline white-90" href="/about/" title="About page">
About
</a>
</li>
<li class="list f5 f4-ns fw4 dib pr3">
<a class="hover-white no-underline white-90" href="/contact/" title="Contact page">
Contact
</a>
</li>
<li class="list f5 f4-ns fw4 dib pr3">
<a class="hover-white no-underline white-90" href="/posts/" title="Posts page">
Posts
</a>
</li>
</ul>
<a href="https://twitter.com/angelo_basile" target="_blank" class="link-transition twitter link dib z-999 pt3 pt0-l mr1" title="Twitter link" rel="noopener" aria-label="follow on Twitter——Opens in a new window">
<svg height="32px" style="enable-background:new 0 0 67 67;" version="1.1" viewBox="0 0 67 67" width="32px" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><path d="M37.167,22.283c-2.619,0.953-4.274,3.411-4.086,6.101 l0.063,1.038l-1.048-0.127c-3.813-0.487-7.145-2.139-9.974-4.915l-1.383-1.377l-0.356,1.017c-0.754,2.267-0.272,4.661,1.299,6.271 c0.838,0.89,0.649,1.017-0.796,0.487c-0.503-0.169-0.943-0.296-0.985-0.233c-0.146,0.149,0.356,2.076,0.754,2.839 c0.545,1.06,1.655,2.097,2.871,2.712l1.027,0.487l-1.215,0.021c-1.173,0-1.215,0.021-1.089,0.467 c0.419,1.377,2.074,2.839,3.918,3.475l1.299,0.444l-1.131,0.678c-1.676,0.976-3.646,1.526-5.616,1.568 C19.775,43.256,19,43.341,19,43.405c0,0.211,2.557,1.397,4.044,1.864c4.463,1.377,9.765,0.783,13.746-1.568 c2.829-1.673,5.657-5,6.978-8.221c0.713-1.716,1.425-4.851,1.425-6.354c0-0.975,0.063-1.102,1.236-2.267 c0.692-0.678,1.341-1.419,1.467-1.631c0.21-0.403,0.188-0.403-0.88-0.043c-1.781,0.636-2.033,0.551-1.152-0.402 c0.649-0.678,1.425-1.907,1.425-2.267c0-0.063-0.314,0.042-0.671,0.233c-0.377,0.212-1.215,0.53-1.844,0.72l-1.131,0.361l-1.027-0.7 c-0.566-0.381-1.361-0.805-1.781-0.932C39.766,21.902,38.131,21.944,37.167,22.283z M33,64C16.432,64,3,50.569,3,34S16.432,4,33,4 s30,13.431,30,30S49.568,64,33,64z" style="fill-rule:evenodd;clip-rule:evenodd;fill:;"/></svg>
<span class="new-window"><svg height="8px" style="enable-background:new 0 0 1000 1000;" version="1.1" viewBox="0 0 1000 1000" width="8px" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" >
<path d="M598 128h298v298h-86v-152l-418 418-60-60 418-418h-152v-86zM810 810v-298h86v298c0 46-40 86-86 86h-596c-48 0-86-40-86-86v-596c0-46 38-86 86-86h298v86h-298v596h596z" style="fill-rule:evenodd;clip-rule:evenodd;fill:;"/>
</svg>
</span></a>
<a href="https://github.com/anbasile" target="_blank" class="link-transition github link dib z-999 pt3 pt0-l mr1" title="Github link" rel="noopener" aria-label="follow on Github——Opens in a new window">
<svg height="32px" style="enable-background:new 0 0 512 512;" version="1.1" viewBox="0 0 512 512" width="32px" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" >
<path d="M256,32C132.3,32,32,134.8,32,261.7c0,101.5,64.2,187.5,153.2,217.9c11.2,2.1,15.3-5,15.3-11.1 c0-5.5-0.2-19.9-0.3-39.1c-62.3,13.9-75.5-30.8-75.5-30.8c-10.2-26.5-24.9-33.6-24.9-33.6c-20.3-14.3,1.5-14,1.5-14 c22.5,1.6,34.3,23.7,34.3,23.7c20,35.1,52.4,25,65.2,19.1c2-14.8,7.8-25,14.2-30.7c-49.7-5.8-102-25.5-102-113.5 c0-25.1,8.7-45.6,23-61.6c-2.3-5.8-10-29.2,2.2-60.8c0,0,18.8-6.2,61.6,23.5c17.9-5.1,37-7.6,56.1-7.7c19,0.1,38.2,2.6,56.1,7.7 c42.8-29.7,61.5-23.5,61.5-23.5c12.2,31.6,4.5,55,2.2,60.8c14.3,16.1,23,36.6,23,61.6c0,88.2-52.4,107.6-102.3,113.3 c8,7.1,15.2,21.1,15.2,42.5c0,30.7-0.3,55.5-0.3,63c0,6.1,4,13.3,15.4,11C415.9,449.1,480,363.1,480,261.7 C480,134.8,379.7,32,256,32z"/>
</svg>
<span class="new-window"><svg height="8px" style="enable-background:new 0 0 1000 1000;" version="1.1" viewBox="0 0 1000 1000" width="8px" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" >
<path d="M598 128h298v298h-86v-152l-418 418-60-60 418-418h-152v-86zM810 810v-298h86v298c0 46-40 86-86 86h-596c-48 0-86-40-86-86v-596c0-46 38-86 86-86h298v86h-298v596h596z" style="fill-rule:evenodd;clip-rule:evenodd;fill:;"/>
</svg>
</span></a>
</div>
</div>
</nav>
<div class="tc-l pv3 ph3 ph4-ns">
<h1 class="f2 f-subheadline-l fw2 light-silver mb0 lh-title">
👋 Hi!
</h1>
<h2 class="fw1 f5 f3-l white-80 measure-wide-l center lh-copy mt3 mb4">
Welcome to my blog!
</h2>
</div>
</div>
</header>
<main class="pb7" role="main">
<article class="cf ph3 ph5-l pv3 pv4-l f4 tc-l center measure-wide lh-copy mid-gray">
<p>Here 👇 you can find some random stuff that I wrote.</p>
</article>
<div class="pa3 pa4-ns w-100 w-70-ns center">
<h1 class="flex-none">
Recent Posts
</h1>
<section class="w-100 mw8">
<div class="relative w-100 mb4">
<article class="bb b--black-10">
<div class="db pv4 ph3 ph0-l no-underline dark-gray">
<div class="flex flex-column flex-row-ns">
<div class="blah w-100">
<h1 class="f3 fw1 athelas mt0 lh-title">
<a href="https://anbasile.github.io/posts/nlp-in-production/" class="color-inherit dim link">
Some challenges of bringing NLP models in production
</a>
</h1>
<div class="f6 f5-l lh-copy nested-copy-line-height nested-links">
Summary “As the machine learning (ML) community continues to accumulate years of experience with live systems, a wide-spread and uncomfortable trend has emerged: developing and deploying ML systems is relatively fast and cheap, but maintaining them over time is difficult and expensive”. (Sculley, et al., 2015)
In this talk, we are going to take a look at some problems that arise when we are ready to bring NLP models to production.
</div>
<a href="https://anbasile.github.io/posts/nlp-in-production/" class="ba b--moon-gray bg-light-gray br2 color-inherit dib f7 hover-bg-moon-gray link mt2 ph2 pv1">read more</a>
</div>
</div>
</div>
</article>
</div>
<div class="relative w-100 mb4">
<article class="bb b--black-10">
<div class="db pv4 ph3 ph0-l no-underline dark-gray">
<div class="flex flex-column flex-row-ns">
<div class="pr3-ns mb4 mb0-ns w-100 w-40-ns">
<a href="https://anbasile.github.io/posts/serving-nlp-models/" class="db grow">
<img src="https://anbasile.github.io/images/undraw_maintenance_cn7j.png" class="img" alt="image from Setting up a server for NLP models in production">
</a>
</div>
<div class="blah w-100 w-60-ns pl3-ns">
<h1 class="f3 fw1 athelas mt0 lh-title">
<a href="https://anbasile.github.io/posts/serving-nlp-models/" class="color-inherit dim link">
Setting up a server for NLP models in production
</a>
</h1>
<div class="f6 f5-l lh-copy nested-copy-line-height nested-links">
Summary In machine learning, serving a trained model means making it available for people to use it to get predictions from their data and it is a fundamental step of bringing any NLP research outcome to production.
Here we will see how to set up a high-performing inference server capable of running models saved in different formats. We will be using the TensorRT Inference Server (TRTIS from now on), developed by nvidia.
</div>
<a href="https://anbasile.github.io/posts/serving-nlp-models/" class="ba b--moon-gray bg-light-gray br2 color-inherit dib f7 hover-bg-moon-gray link mt2 ph2 pv1">read more</a>
</div>
</div>
</div>
</article>
</div>
<div class="relative w-100 mb4">
<article class="bb b--black-10">
<div class="db pv4 ph3 ph0-l no-underline dark-gray">
<div class="flex flex-column flex-row-ns">
<div class="blah w-100">
<h1 class="f3 fw1 athelas mt0 lh-title">
<a href="https://anbasile.github.io/posts/2017-06-25-jupyter-venv/" class="color-inherit dim link">
Using jupyter notebooks with a virtual environment
</a>
</h1>
<div class="f6 f5-l lh-copy nested-copy-line-height nested-links">
Summary Do you use jupyter notebooks? And virtual environment too, right? And do you know how to use them together? Ah! I got you. It is very simple: follow this guide to learn how to install a custom kernel.
Why? Using virtual environments is important:
it helps you to maintain your system clean: don’t install system-wide libraries that you are only going to use once for a small project
</div>
<a href="https://anbasile.github.io/posts/2017-06-25-jupyter-venv/" class="ba b--moon-gray bg-light-gray br2 color-inherit dib f7 hover-bg-moon-gray link mt2 ph2 pv1">read more</a>
</div>
</div>
</div>
</article>
</div>
<div class="relative w-100 mb4">
<article class="bb b--black-10">
<div class="db pv4 ph3 ph0-l no-underline dark-gray">
<div class="flex flex-column flex-row-ns">
<div class="blah w-100">
<h1 class="f3 fw1 athelas mt0 lh-title">
<a href="https://anbasile.github.io/posts/2017-04-10-manifesto-manuali/" class="color-inherit dim link">
Un manifesto per i manuali universitari
</a>
</h1>
<div class="f6 f5-l lh-copy nested-copy-line-height nested-links">
Allen Downey è docente di informatica presso l’Olin College (Needham, Massachusetts - USA) e autore di una fortunata serie di manuali di statistica. Qualche anno fa ha scritto un bel manifesto per i nuovi manuali universitari: lo traduco qui al volo con il permesso dell’autore. Qui trovate l’originale in inglese.
Il mio manifesto per i manuali universitari è così semplice da sembrare stupido: gli studenti dovrebbero poterli leggere e capire.
</div>
<a href="https://anbasile.github.io/posts/2017-04-10-manifesto-manuali/" class="ba b--moon-gray bg-light-gray br2 color-inherit dib f7 hover-bg-moon-gray link mt2 ph2 pv1">read more</a>
</div>
</div>
</div>
</article>
</div>
<div class="relative w-100 mb4">
<article class="bb b--black-10">
<div class="db pv4 ph3 ph0-l no-underline dark-gray">
<div class="flex flex-column flex-row-ns">
<div class="blah w-100">
<h1 class="f3 fw1 athelas mt0 lh-title">
<a href="https://anbasile.github.io/posts/2015-12-25-hosting-reveal-pres-on-github/" class="color-inherit dim link">
Presentations on steroids
</a>
</h1>
<div class="f6 f5-l lh-copy nested-copy-line-height nested-links">
Learn how to combine reveal.js+pandoc+GitHub Pages to put together a great presentation.
Summary Reveal.js is a great framework for producing awesome presentations. If you are reading this, then you are probably already familiar with it; if you don’t, and you give presentations using slides, then you should stop reading immediately and go read about Reveal here. This article explains how to host your presentations on GitHub pages. Check this page to see what the result looks like.
</div>
<a href="https://anbasile.github.io/posts/2015-12-25-hosting-reveal-pres-on-github/" class="ba b--moon-gray bg-light-gray br2 color-inherit dib f7 hover-bg-moon-gray link mt2 ph2 pv1">read more</a>
</div>
</div>
</div>
</article>
</div>
</section>
</div>
</main>
<footer class="bg-black bottom-0 w-100 pa3" role="contentinfo">
<div class="flex justify-between">
<a class="f4 fw4 hover-white no-underline white-70 dn dib-ns pv2 ph3" href="https://anbasile.github.io/" >
© Angelo Basile 2020
</a>
<div>
<a href="https://twitter.com/angelo_basile" target="_blank" class="link-transition twitter link dib z-999 pt3 pt0-l mr1" title="Twitter link" rel="noopener" aria-label="follow on Twitter——Opens in a new window">
<svg height="32px" style="enable-background:new 0 0 67 67;" version="1.1" viewBox="0 0 67 67" width="32px" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><path d="M37.167,22.283c-2.619,0.953-4.274,3.411-4.086,6.101 l0.063,1.038l-1.048-0.127c-3.813-0.487-7.145-2.139-9.974-4.915l-1.383-1.377l-0.356,1.017c-0.754,2.267-0.272,4.661,1.299,6.271 c0.838,0.89,0.649,1.017-0.796,0.487c-0.503-0.169-0.943-0.296-0.985-0.233c-0.146,0.149,0.356,2.076,0.754,2.839 c0.545,1.06,1.655,2.097,2.871,2.712l1.027,0.487l-1.215,0.021c-1.173,0-1.215,0.021-1.089,0.467 c0.419,1.377,2.074,2.839,3.918,3.475l1.299,0.444l-1.131,0.678c-1.676,0.976-3.646,1.526-5.616,1.568 C19.775,43.256,19,43.341,19,43.405c0,0.211,2.557,1.397,4.044,1.864c4.463,1.377,9.765,0.783,13.746-1.568 c2.829-1.673,5.657-5,6.978-8.221c0.713-1.716,1.425-4.851,1.425-6.354c0-0.975,0.063-1.102,1.236-2.267 c0.692-0.678,1.341-1.419,1.467-1.631c0.21-0.403,0.188-0.403-0.88-0.043c-1.781,0.636-2.033,0.551-1.152-0.402 c0.649-0.678,1.425-1.907,1.425-2.267c0-0.063-0.314,0.042-0.671,0.233c-0.377,0.212-1.215,0.53-1.844,0.72l-1.131,0.361l-1.027-0.7 c-0.566-0.381-1.361-0.805-1.781-0.932C39.766,21.902,38.131,21.944,37.167,22.283z M33,64C16.432,64,3,50.569,3,34S16.432,4,33,4 s30,13.431,30,30S49.568,64,33,64z" style="fill-rule:evenodd;clip-rule:evenodd;fill:;"/></svg>
<span class="new-window"><svg height="8px" style="enable-background:new 0 0 1000 1000;" version="1.1" viewBox="0 0 1000 1000" width="8px" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" >
<path d="M598 128h298v298h-86v-152l-418 418-60-60 418-418h-152v-86zM810 810v-298h86v298c0 46-40 86-86 86h-596c-48 0-86-40-86-86v-596c0-46 38-86 86-86h298v86h-298v596h596z" style="fill-rule:evenodd;clip-rule:evenodd;fill:;"/>
</svg>
</span></a>
<a href="https://github.com/anbasile" target="_blank" class="link-transition github link dib z-999 pt3 pt0-l mr1" title="Github link" rel="noopener" aria-label="follow on Github——Opens in a new window">
<svg height="32px" style="enable-background:new 0 0 512 512;" version="1.1" viewBox="0 0 512 512" width="32px" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" >
<path d="M256,32C132.3,32,32,134.8,32,261.7c0,101.5,64.2,187.5,153.2,217.9c11.2,2.1,15.3-5,15.3-11.1 c0-5.5-0.2-19.9-0.3-39.1c-62.3,13.9-75.5-30.8-75.5-30.8c-10.2-26.5-24.9-33.6-24.9-33.6c-20.3-14.3,1.5-14,1.5-14 c22.5,1.6,34.3,23.7,34.3,23.7c20,35.1,52.4,25,65.2,19.1c2-14.8,7.8-25,14.2-30.7c-49.7-5.8-102-25.5-102-113.5 c0-25.1,8.7-45.6,23-61.6c-2.3-5.8-10-29.2,2.2-60.8c0,0,18.8-6.2,61.6,23.5c17.9-5.1,37-7.6,56.1-7.7c19,0.1,38.2,2.6,56.1,7.7 c42.8-29.7,61.5-23.5,61.5-23.5c12.2,31.6,4.5,55,2.2,60.8c14.3,16.1,23,36.6,23,61.6c0,88.2-52.4,107.6-102.3,113.3 c8,7.1,15.2,21.1,15.2,42.5c0,30.7-0.3,55.5-0.3,63c0,6.1,4,13.3,15.4,11C415.9,449.1,480,363.1,480,261.7 C480,134.8,379.7,32,256,32z"/>
</svg>
<span class="new-window"><svg height="8px" style="enable-background:new 0 0 1000 1000;" version="1.1" viewBox="0 0 1000 1000" width="8px" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" >
<path d="M598 128h298v298h-86v-152l-418 418-60-60 418-418h-152v-86zM810 810v-298h86v298c0 46-40 86-86 86h-596c-48 0-86-40-86-86v-596c0-46 38-86 86-86h298v86h-298v596h596z" style="fill-rule:evenodd;clip-rule:evenodd;fill:;"/>
</svg>
</span></a>
</div>
</div>
</footer>
<script src="/dist/js/app.3fc0f988d21662902933.js"></script>
</body>
</html>