Tirimula Rao Benala's Projects
Following along with: Machine Learning Recipes with Josh Gordon
A booklet on machine learning systems design with exercises
Learn how to responsibly deliver value with ML.
Stack overflow as one of the most important information sources for researchers and developers rely on. The stack overflow provides ready- to- use copy and paste codes snippets, which provides huge benefits for researchers and software developers in studying their behavior. The impact of this behavior on code security is unknown. Due to complex nature of code security, it is very difficult to provide secure solutions without knowing the type of malware in the code. Malicious executable programs in stack overflow are designed to damage userβs systems without their consent. It is very important to find the malicious codes-snippets in such online programming platform. In this report, we tried to identify the malware from the data of code snippets present in stack overflow. We evaluated based on the collected data set using ten-fold cross validations and comparisons with SVM and decision tree.
Animation engine for explanatory math videos
A community-maintained Python framework for creating mathematical animations.
This is the math repository from the book "Learn Git in a Month of Lunches".
Mathematics Required For ML
This is the solution of the "Mathematics for Machine Learning Specialization" made by Coursera
Notes and solutions for the Mathematics for Machine Learning Specialization
The Attendance Power App helps teachers record and save the attendance of students in their class.
Implementation of basic ML algorithms from scratch in python...
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Recommend movies to users by RBMs, TruncatedSVD, Stochastic SVD and Variational Inference
Code samples for my book "Neural Networks and Deep Learning"
7 Useful Examples of Cryptography in Node.js
Deep Learning Solution for week wise assignment
NYU Deep Learning Spring 2021
TLS/SSL and crypto library
r and matlab code, datasets, published papers for my phd study 2011-2015
Latex code for making neural networks diagrams
Undergrade projects
A place to publically host files I need a URL for.
Slides for "Feature engineering for time series forecasting" talk
Python Framework to analyse Git repositories
Problem : For a given set of training data examples stored in a .CSV file, implement and demonstrate the Candidate-Elimination algorithm to output a description of the set of all hypotheses consistent with the training examples.
Python Data Science Handbook: full text in Jupyter Notebooks