Prateek Kumar
@18225prateek
4 published packets
Joined Aug 2020
Published Projects
Kruskal Algorithm MST implementation in Python
Given module calculates the minimum cost of the spanning tree for a graph using Kruskal's algorithm. The graph is implemented by edge list and disjoint set union in Python.
Sep 29, 2020
K-means implementation in Python using NumPy library
Implementation of most famous clustering algorithm(K-means) using Expectation(E)-Maximization(M) technique in Python using NumPy.
Sep 29, 2020
Linear Regression in Python using NumPy
Implementation of Linear Regression from scratch in Python using NumPy library with mean squared error as loss function.
Sep 28, 2020
Text Preprocessing using Python by using glove.6B.50d word embeddings
Given code packet do preprocessing like removing useless and less frequent words present in text data, vectorizing text and creating Embedding matrix (as NumPy array) in Python.
Sep 06, 2020