Anshuman Pati's repositories
Association-Rule-Mining
The goal of this repository is to generate frequent itemsets and interesting association rules using Apriori and FP-growth algorithm . We experiment with different values of support and confidence to generate frequent itemsets and association rules. We also identify the maximal frequent itemsets and closed frequent itemsets. The work has been done on "groceries" dataset.
Beijing-Air-Pollution-Prediction
Air Pollution Prediction of Beijing using various Machine Learning Algorithms and Neural Network Architectures and a comparative analysis between these methods.
crux-judge
[incomplete] A Coding Judge to replace Mooshak written in Python
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
Data-Mining-Clustering
The goal of this codebase is to implement K-Means algorithm and also to construct the phylogenetic tree(dendrogram) of the amino acids dataset using Agglomerative(bottom-up) and Divisive(top-down) hierarchical clustering. For Agglomerative clustering, we use at least three linkages from single, complete, average, ward, centroid etc. What we achieve: ● Compare Agglomerative and Divisive method on the dataset and plot their phylogenetic trees (dendrograms). ● Cluster them using K-Means algorithm. (Chosen K = 5 and experimented with multiple runs with different mean points). ● After obtaining the clusters from K-Means, we compare them with clusters produced by the hierarchical clustering techniques(for all the linkages chosen) and highlight the differences for the particular K value.
Flood_CrisisManagament
GUI Software consisting of earth quake prediction and disaster management
Flood_Disaster_Management-Microsoft-Codefundo-
Update on the Flood Crisis Management Project done for Microsoft Code.Fun.Do++ 2018.
free-programming-books
:books: Freely available programming books
HacktoberProfile
A profile list of Hacktoberfest 2019 participants. https://srinibasbiswal.github.io/HacktoberProfile/
HelloWorld-Hacktoberfest
Say Hello to the world in whatever language you like
Leetcode-Submissions
Collection of solutions to selected LeetCode problems solved by Anshuman Pati
MIDAS-IIITD-SI-TASK
This repository intends to solve the various problem statements attributed to the Summer Internship Task at MIDAS@IIITD.
Movie-Recommender-System
A movie recommender system, which asks a user to rate a small set of movies and based on these ratings, suggests more movies which will suit their taste.
Politiko
A tf-idf based search engine for searching from about 75 speeches of Prime Minister Narendra Modi. The main purpose of this project is to understand how vector space based retrieval models work. The search engine caters to the need of journalists and politicians to seek the Prime Minister's speeches and to validate if the issues have already been addressed by the Prime Minister or not.
Reddit-Flair-Detection-1
Reddit Flair Classification
Reddit-Flair-Detector-1
Reddit Flair Analyser powered by Scikit-learn
Reddit-Flair-Detector-2
A Reddit Flair Detector using Machine Learning Algorithms