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What is this site?
This website is my
bag of tricks
! Here, I put up some interesting tips that I face somewhere.
Please feel free to explore different branches of the site.
Table of Contents
Tech in T: depth + breadth
AI
Course
Google ML
Rules of Machine Learning
Lisp
Machine Learning
AB Test
Propensity Score
Decision Tree
Latent Dirichlet allocation
Neural Networks
Deep Learning
Active Learning
python
autograd
MNIST (Theano)
1 Logistic Regression
10 LSTM Networks for Sentiment Analysis
11 Modeling and generating sequences of polyphonic music with the RNN-RBM¶
12 Miscellaneous
13 References
2 Multi-layer Perceptron
MLP (FFNN)
3 Convolutional Neural Network (LeNet)
4 Denoising Autoencoders
5 Stacked Denoising Auto Encoders
6 Restricted Boltzman Machine (RBM)
7 Deep Belief Networks
8 Hybrid Monte-Carlo Sampling
9 Recurrent Neural Networks
TensorFlow
save
example
Torch
autograd
Custom Layer
example1
Lua
extra stuff
Self Organizing Maps
Random Forest
Rank
Reinforcement Learning
Sequence
CRF
SVM
Text Analysis
Algorithm
Kolmogorov Complexity
Design Patterns
AOP
Code Style
IoC
Math
Calculus
Geometry
Graph
Random Graph
Linear Algebra
Derivative
SVD
Optimization
Dynamic Programming
KKT Conditions
Lagrange Multiplier
Linear Programming
Markov Decision Process
Multi-armed Bandit
Multi-Commodity Flow
Probability
Jensen's Inequality
Markov Chain
Poisson
Statistics
Misc.
Common Knowledge
Good Articles
Home Network
Printer Driver
SSL
OS
Android
Binary
docker
Hybrid App
iOS
ios-lynda
swift
Linux
bash
centos
FTP Server
Install
lynx
Shell
Some Good Notes
SSH
Generating SSH keys
SSH Tunneling - Port Fowarding
Working with SSH Key Passphrase
Texts
awk
sed
Users Groups
New Instance
vim
vnc
Wine
Mac
Atom
Sublime
Xcode
VirtualBox
Windows
Xen
Protocols
HTTP
Mobile IP
NS2
NAM Trace Format
Trace Format
Trace in a Nutshell
Security
Tools - Business
Amazon
Apache
BigData
Apache Beam
Scio
Kafka
Spark
Spark Streaming
C
C++
DBMS
MongoDB
My SQL
Import .sql File
postgres
Eclipse
Target Management - Remote System Explorer
Enterprise
Jenkins
Microservices
nginx
Google
GCP
GoLang
Other Issues
protobuf
Hadoop-HDFS
Cloud
HTML
CSS
Bootstrap
compass
Position
Property-Values
sass
HTML Forms
HTML Preprocessors
HTML5
Test Html
Jason
Java
E-Learning
Sakai
Development Environment Setup Walkthrough
JAR Files
shared/lib/
Sakai Source Install (2.7)
Jar
Java EE
.war
Alfresco
Glassfish
JSP
LDAP
RMI
Jini
Servlet
e.g.
e.g. Form-Based Log-in
Filter
Struts MVC
Websphere
jenv
JUnit
Maven
Snippet
Spring
1. Hello World II (Application Context)
2. Hello World II (Bean Factory)
Hello World
Maven
Other Notes
roo
JSPX-Bay
JavaScript
Angular
async
Demo
airline
chat
DOM
emailserver
hp
Useful Snippets
MEAN
nodeAPI
pltx
jQuery
node.js
express
SQL ORM
Associations
More Docs
Model Definition
React
flux
Multiple-Step Registration Form
VS Code
workflow
webpack
Perl
EPIC IDE Eclipse Plugin
Good Modules
XML::LibXML
Regular Expression
Examples
PHP
cpanel
Drupal
Drupal 7.2
Modules
Eclipse Debug
PHP Snippets
Smarty
Python
Jupyter Notebook
NumPy
Ruby
cs169
3- Advanced Rails
Associations
Associations
HW-Tips
HW2
Rails Intro
TDD/BDD
Evented Ruby
grocRB
Devise Authorization
heroku
OO
OO
railsTutorial.org
Demo App
Sample App
Test Driven Development
Ruby on Rails
Ruby on Rails
Scala
Cheatsheet
Collections
Functional Programming Principles in Scala
sbt
Scala Coding Style
SEO
Testing
Version Control
Git
MarkDown
subversion
VPN
Web Scraping
iMacros
scrapy
Web Service
Google Maps
ReST
Atomic Transactions
Authorization
ReST in PHP
SOAP
WSDL
WebApp
XML
JDOM
JSON
XPath
XSLT
Tools - Scientific
endnote
Excel
Histogram
IRC
Latex
Mathematica
Example1
Matlab
libsvm
Networks
DDOS
IEEE 802.11 WLAN
IEEE 802.15 WPAN
IEEE 802.16 WiMax
IEEE 802.22 WRAN with CR
Physical Layer
R
SciDB-R
Wiki
Word
UI/UX
Adobe Premier Pro
Entrepreneurials
Angel Investor
Being Rich
Corporation
FAQ
Momentum
Finance
Hints
Ideas
Dropbox YC Application
hoodpantry
Notes
Sales AI Assistant
Jobs
How to get attention from internet celebrities
Interview
2017
Data Science
Examples
Divide and Conquer
Radomized Algorithms
Sort
Interview Training
Java Interview
NLP
Papers NLP
attention
Code
Random Algorithm
Monte-Carlo
Salary Negotiation
Life Stuff
Food
House
Medicine
sher
watch
LLC
Management
Strategy
Marketting
MBA
Finance
Psycology
Real Estate
Startup School
Stocks
Personal Finance
Tax
Values
Good Stuff
Data
Ecology Papers
mesmaTemp
Good Books
Mining of Massive Datasets
Misc
Obeid Zakani
Parvin Etesami
Safarname Naser Khosro
Good Films
Good Food
Good People
Good Software!
Spanish
Talks
13 Things Mentally Strong People Don’t Do
14 years ago: the day Teller gave me the secret to my career in magic.
Frontend Meetup
Weekly Discussions
Spring 2012
Modeling Channel and Rendezvous
Public Services (Community - Health Care)
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IEEE 802.16 WiMax
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