Posts

Solving Logic Puzzles with Symbolic AI (Prolog)

Solving Constraint Satisfication Problem using Prolog.

Jan 29, 2021
Neural Network from Scratch using Numpy

We will replicate pytorch functionalities using only Numpy

Jan 18, 2021
Image Classification on SUN397

Image Classification on SUN 397 using pytorch and fastai

Jan 12, 2021
Solving Maze with Python : DFS

Building a State Space Maze Search in Python using Deapth first search and visualizing the search using matplotlib

Dec 17, 2020
Demystifying Pytorch Learning Rate schedulers

Demystifying Pytorch Learning Rate scheduler with matplotlib

Dec 10, 2020
Matplotlib Guide - p2

Plotting data with matplotlib. Different types of Charts

Nov 15, 2020
Matplotlib Guide - p1

Plotting data with matplotlib

Nov 14, 2020
Predicting Crime Location

We try to predict the possible location of crime given the neighbourhood based on crimetype, date, time and neighbourhood. We use goehashing to deal with latitude and longitude and encode it to single feature.

Nov 1, 2020
EDA on Vancouver City Crime dataset

Performing EDA on Vancouver City Crime dataset and plotting various graphs using seaborn and matplotlib.

Nov 1, 2020
Predicting Crimes in Neighbourhood

In this notebook we try to classify the crimes in neighbourhood based on featues like time, day and area. We will try 3 models and compare them with each other.

Nov 1, 2020
Reinforcement Learning - Hill Climbing

Reinforcement Learning Balancing Cartpole with Hill Climbing Policy

Oct 9, 2020
Building a State Space Maze Search in Python : BFS

Building a State Space Maze Search in Python using breadth first search and visualizing the search using matplotlib

Mar 15, 2020
Fastpages Notebook Blog Post

A tutorial of fastpages for Jupyter notebooks.

Feb 20, 2020
An Example Markdown Post

A minimal example of using markdown with fastpages.

Jan 14, 2020