Tuesday, October 27, 2015

How to setup a VPN connection on ubuntu?

Here is how to setup your vpn on ubuntu:

install vpnc stuff (see notes bellow)

create your XXXX.conf file

reboot (don't forget otherwise it won't work)


sudo vpnc-connect nuance

sudo vpnc-disconnect



sudo aptitude install vpnc

sudo aptitude install  network-manager-vpnc


vim /etc/vpnc/XXX.conf


#IKE Authmode psk

IPSec gateway XXXX.com

#IPSec gateway XXX.YYY.ZZZ.WWW


IPSec secret ZZZZZ

Xauth username YOUR_USERNAME

# Xauth password YOUR_PASSWORD (optional)

Domain ZZZZZ

Thursday, October 22, 2015

Linkedin need to be self disrupted or be disrupted

I joined linkedin back in 2003. I love it to keep track of my professional connections and I use it a lot to connect people. My experience with it has decline over time. Now that linkedin is the reference in professional social networks, they are become lazy but my needs increase so I think like many, its time to encourage linkedin self disruption or helping them hanging themselves.

Why should linkedin be self-disrupted or disrupted?

  • UX sucks (basic ex: how to access all my emails???)
  • Searching isn't convenient -> I want google search convenience that's it.  
  • linkedin email platform sucks so badly (why are they trying to lock me in) -> Linkedin you are not an email company, use a better platform at list (gmail) please. 
  • Why do I have character limit size in contact email + I can't add links???? 
  • Google search were blocked (what were they seriously thinking, they can do a better work then google...be serious guys)
  • We need to search on how to create a blog post on linkedin, it should be obvious
  • Their jobs alerts are ridiculous (16 year experience - R&D machine learning, data-mining, entrepreneur), examples job match:
    • Software dev graduate ????
    • Data migration engineer MySQL, PHP ?????
    • IT analyst (graduate program) ^??^%$%#$
    • Junior windows developer #$%@#^^$^%#$%T@$@
    • Learning coordinator -> WOW???
  • You have to spam your network before been able to create your account -> SERIOUSLY ITS CRAZY
  • Mechanism to connect is not consistent...sometimes I can't set personal message before message is sent....I hate that. 
  • Have you notice the list of relation profession (how they might know you) isn't sorted by last job when you connect.....isn't that crazy. Do they have UX at linkedin??? 
  • Integration with blogspot sucks....It doesn't put post title and leave only the blog title and it can't be edited. Its just bad. 
  • We can't share slideshares slides outside linkedin...you can't force people to stay guys!

I seriously doubt Linkedin employee eat their own food otherwise they wouldn't be doing average work like this. Please linkedin employee, do something before someone disrupt your business. I would love to see facebook entering this field to make Linkedin make major UX improvements.

Thursday, October 15, 2015

Summary of deeplearning libs available in python

Saturday, April 4, 2015

How to create your ipython datascience notebook server fast?

ipython [notebook] is a powerful tool to share notes.

Here is how to start an ipython private notebook server:

  1. Install anaconda python distribution https://store.continuum.io/cshop/anaconda/
  2. ipython notebook --pylab inline (works directly with anaconda python distribution)
  3. localhost:9000 (*open your favorite browser)

*If need to run it on a restricted server: set port forwarding localhost:9000 -> 8888 (so you can use a normal browser)

Here is how to start a public ipython notebook on the grid:
  • ipython profile create nbserver
  • cd /home/$USER/.ipython/profile_nbserver/
  • gen password: ipython;from IPython.lib import passwd; passwd()
  • openssl req -x509 -nodes -days 365 -newkey rsa:1024 -keyout mycert.pem -out mycert.pem
  • edit ~/.ipython/profile_nbserver/ipython_notebook_config.py
    • c = get_config()
    • c.NotebookApp.password = u'sha1:XXXXXXXXXXXXXX'
    • c.IPKernelApp.pylab = 'inline'  # if you want plotting support always
    • Notebook config
    • c.NotebookApp.certfile = u'mycert.pem'
    • c.NotebookApp.ip = '*'
    • c.NotebookApp.open_browser = False
    • # It is a good idea to put it on a known, fixed port
    • c.NotebookApp.port = 8888
  • ipython notebook --profile=nbserver

How can you share notebooks?

  1. Create a public notebook (B)
  2. Leverate nbviewer.ipython.org with github. Your ipynb files will be rendered on nbviewer.ipython.org if you commit on github like this: http://nbviewer.ipython.org/github/fraka6/trading-with-python/blob/master/notebooks/explore_automatic_trading.ipynb
  3. use sense.io (Sense is a collaborative platform to accelerate data science from exploration to production.)   https://sense.io/fraka6/trade/consoles/m7o1rbcrfwevlsra/raw
Résultats de recherche d'images pour « sense.io »


How to deploy a python datascience python app on Heroku? numpy+scipy+pandas+sklearn+matplotlib

Résultats de recherche d'images pour « datascience »Résultats de recherche d'images pour « heroku » +Résultats de recherche d'images pour « python »

If you are looking for a way to deploy a datascience python app on heroku, you might have some troubles like:

  • time out
  • numpy and scipy incompatibilities
After several interation, here is a script to do it:


Here is what you will get:

Btw, I am currently experimenting my datascience stuff on sense,io (Sense.io is a collaborative platform to accelerate data science from exploration to production.)
Résultats de recherche d'images pour « sense.io »

Tuesday, November 25, 2014

NIPS 2014 - highlights

This year, NIPS is in my home town Montréal!
Here is the highlights https://nips.cc/Conferences/2014/Program/

Most interesting invited talks:
University of California, Riverside

Posner Lectures

University of Pennsylvania
Princeton University

Friday Dec 12 highlights workshops

more details:

Workshop Friday 12 dec : 8:30am – 6:30pm Friday, December 12, 2014

8:30am – 6:30pm
8:30am – 6:30pm
8:30am – 6:30pm
 Workshop Saturday 13 dec : 8:30am – 6:30pm Friday, December 12, 2014

8:30am – 6:30pmShakir MohamedTamara BroderickCharles BlundellMatthew D Hoffman,David BleiMichael I Jordan
Advances in Variational Inference
8:30am – 6:30pmShivani AgarwalHossein Azari SoufianiGuy BreslerSewoong OhDavid C ParkesArun RajkumarDevavrat Shah
Analysis of Rank Data: Confluence of Social Choice, Operations Research, and Machine Learning

8:30am – 6:30pmRichard BaraniukMichael C MozerDivyanshu VatsChristoph StuderAndrew E WatersAndrew Lan
Human Propelled Machine Learning

8:30am – 6:30pmDavid S ChoiAaron ClausetEdo M AiroldiLeto PeelJohan Ugander
Networks: From Graphs to Rich Data

Conference other interesting talks:

Tuesday Dec 9th

Sunday, November 16, 2014

Agile tour 2014 highlights/notes

I went to my first "agile tour" conference. Why: I want to hear Jean-Marc De Jonghe (transform management to succeed an agile transformation) and David Hussman (Lessons in gravity: what keeps you down?).

Here are my highlights notes (yes its notes):
Jean-Marc De Donghe:

  • Wall was coming
    • slow decline of subscribers (~45 mins)
    • increase web (5-15 mins) -> less revenues
  • A good hockey player plays where the puck is. A great hockey player plays where the puck is going to be. - Wayne Gretzky
  • smarthphone web traffic: 86% apps, 14% browser
  • experience TV->laptop->tablette->cell (intimité/privacy)
  • Agile vs old school
    • context vs control
    • confidence vs fear
    • context and vision
    • recruiting=attitude, aptitude, diversité
    • agilité bidirectionnel (good luck)
    • build trust = quick win greedy approach
    • protect your team
    • Speed = disorder (tech debt); 
    • Environment who  promote agile
    • No split by job
    • refactoring = speed 
    • Estimate added value to set priorities
David Hussman:
  • gravity sucks!
  • launch rocket -> Egyptian approach = much easier 
  • uncertain/overly certain Product(uncertain) /techno (certain)
  • y = product learning, x = structure complexity
  • Accidental complexity-> incidental complexity 
  • mass has consequence, process mass, techno mass, mass of certainty, meeting mass
  • http://devjam.com/ + nonban (least process+most measurable value)
  • better conversation not stories
  • diff between what they need and what you think they need
  • gource mine craft (visualize code)
  • point = size of effort (useless) size of value
  • book: anti fragile (the black swan) + founder at work
  • investment discovery vs delivery
  • valuable vs feasible

Others: (great speakers -> Michel Céré, Richard Martin)
  • value not effort
  • Self manage team = team -> scrum master -> boss
  • no hierarchy + scrum master = authority 
  • People value more the process then the result
  • influence silencieuse de l'autorité (manager keep forgetting)
  • scrum master should do their work
  • propose: auto organize or hierarchy request (its a choice)
  • team should force people to take off is required
  • culture  = fondement ordre social
  • valeurs vécus+artefacts+presuposé (macro culture, sous culture, micro culture)
  • Changement culturel & objectif d'affaire
  • Culture des opérations (collaboration/communication), culture conception/ingénierie (idea, système élégeant), culture haute direction (finance, image entreprise et de soi)
  • Importance of rituals
  • voir openagileadoption
  • Dynamisme/cohérence globale -> reponse pertinente
  • agile: empowering groups+cadre execution aligné+ cible=client
  • WIP/JIT/Velocity (work in progress, just in time...)
  • TRG = taux de rendement global: toyota = 86% + bureau = 17%
  • Leadership mobiliser
  • QIX = Qty I.... Max
  • Volonté stratégique