Google OR-Tools - Part 2
Here, i am back again with a new blog post on Google OR-Tools. Today, I am going to discuss yet another problem statement and a member in optimization algorithms i.e. Constraint Programming.
Google OR-Tools
Today, I am going to introduce you to one of the amazing tools offered by google - Google OR-Tools. A great tool when it comes to optimizations under constraints. Google OR-Tools let you solve some complex optimization problems under great ease. If you have ever been stucked into a problem which requires you to find an optimal solutions to a given equation then you must check onto this amazing tool for yourself. Let’s get started.
Geomapping with Python
Plotting in python is fun and challenging. Self explanatory plots are a visual aid to data science. In a mess of Data(I love it!) describing your audience what exploration you did on data is itself a task that a Data Scientist must fullfill, It gets even worse when the data is describing something on the map such as population of a area, Flights etc.
Introduction to bokeh
Bokeh is an amazing tool for data visualization. If you are looking for a tool that makes your life easier with data visualization and gain you some praising for your work this is what you want.
Compiling Darknet on Arch
I and my friend Rohit were working on object detection for a project. So naturally, the first choice was to try YOLO object detection. YOLO is implemented using Darknet.
Darknet is an open source neural network framework written in C and CUDA. It is fast, easy to install, and supports CPU and GPU computation.
You have to compile Darknet to run YOLO. There were few hiccups that I faced while compiling Darknet on Arch with Nvidia GPU.
Shape Detector
This is a simple tool that predicts drawing drawn on the canvas. It uses CNN to recognize the drawings. The CNN in trained on Quick, Draw! dataset. Trained model’s weights are used to make inference on the browser using Tensorflow.js.
Setting up Emby server on Linux
If you have an old laptop lying around, just like mine and want to repurpose it as a media server for streaming movies, songs, etc. then read up.
The weekend project – gitfire
I found this meme on r/ProgrammerHumor about git fire. So I and my friend Rohit thought that we could make a cool DIY project, hooking up a DIY smoke detector with gitfire.
Weather Website using Nodejs, Express
In this tutorial we will learn to build a simple website where users can type city name and get real-time weather data on screen using Nodejs, Express, OpenWeather.
NumPy for DataScience
NumPy is a package for scientific computing in Python it provides a multidimensional array object for fast operations on arrays such as mathematical, logical, shape manipulation, sorting,selecting, I/O, discrete Fourier transforms, basic linear algebra, basic statistical operations and much more.