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sudo apt-get install python-numpy cython
This will install a fast numeric processing library (numpy) and a tool required in the pandas build process (cython).

**Test numpy**

Open up a Python prompt by running the following:

python At the prompt, type the following:

>>>import numpy >>>print numpy.__version__ You should see a number like "1.6.1" or higher.

**Test cython**

Open up a Python prompt by running the following:

python At the prompt, type the following (capitalization matters!):

>>>importCython>>>printCython.__version__ You should see a number like "0.15.1" or higher.

**Download pandas**

We recommend storing pandas in a directory called ''projects'' in your user directory. To do that, run the following commands:

mkdir -p ~/projects cd ~/projects git clone https://github.com/pydata/pandas.git cd pandas You will see git download pandas. Once the download finishes, and you get your prompt back, proceed to the next step.

**Build p…
**

Open up a Python prompt by running the following:

python At the prompt, type the following:

>>>import numpy >>>print numpy.__version__ You should see a number like "1.6.1" or higher.

Open up a Python prompt by running the following:

python At the prompt, type the following (capitalization matters!):

>>>importCython>>>printCython.__version__ You should see a number like "0.15.1" or higher.

We recommend storing pandas in a directory called ''projects'' in your user directory. To do that, run the following commands:

mkdir -p ~/projects cd ~/projects git clone https://github.com/pydata/pandas.git cd pandas You will see git download pandas. Once the download finishes, and you get your prompt back, proceed to the next step.

Introduction:
Problems in competitive programming which involve Mathematics are are usually about number theory, or geometry. If you know number theory, that increases your ammo heavily in solving a lot of tougher problems, and helps you in getting a strong hold on a lot of other problems, too.
Problems in competitive programming require insight, so just knowing some topics is not enough at all. All of the problems requires more or less math tough. For instance, solving large systems of equations and approximating solutions to differential equations. Modulo:

Modulo operation gives the remainder after division, when one number is divided by another. It is denoted by % sign. Example:

We have two numbers 5 and 2, then 5%2 is 1 as when 5 is divided by 2, it leaves 1 as remainder. Properties:

Some of the properties of modulo are:

(a+b)%c = (a%c + b%c )%c.

(a * b)%c = ((a%c) * (b%c))%c. Example:

Let’s say a = 5, b = 3, c = 2.

Then:

1) (5+3)%2 = 8%2 = 0.

Similarly (5%2 + 3%2)%2 = (1 + 1)%2 = …

Modulo operation gives the remainder after division, when one number is divided by another. It is denoted by % sign. Example:

We have two numbers 5 and 2, then 5%2 is 1 as when 5 is divided by 2, it leaves 1 as remainder. Properties:

Some of the properties of modulo are:

(a+b)%c = (a%c + b%c )%c.

(a * b)%c = ((a%c) * (b%c))%c. Example:

Let’s say a = 5, b = 3, c = 2.

Then:

1) (5+3)%2 = 8%2 = 0.

Similarly (5%2 + 3%2)%2 = (1 + 1)%2 = …

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