Sampath Lonka's Projects
BookNLP, a natural language processing pipeline for books
Deep gauge (using Tensorflow to read gauges)
This SAGE code computes the Sylvester Denumerant (aka Restricted Partition with Finite Parts) and other related information.
PyTorch implementation of the differentiable neural computer.
This is the collection of tutorials based fastai documentation
Full stack application for deploying RAG
Computations and statistics on manifolds with geometric structures.
Deep learning made topological.
Specify what you want it to build, the AI asks for clarification, and then builds it.
Materials for following along with Hands-On Data Analysis with Pandas ā Second Edition
Hands-on Exploratory Data Analysis with Python, published by Packt
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
This is the repository for Machine Learning course at Sri Sathya Sai Institute of Higher Learning, MDH. You can find the lecture notes, python tutorials and assignments for this course.
Machine Learning Q and AI book
test repository
This has classroom python files for the summer semester 2021-22
Implement well-known NLP models from scratch with high-level APIs.
100 numpy exercises (with solutions)
"Probabilistic Machine Learning" - a book series by Kevin Murphy
A HTML/CSS Template for Building Projects or Personal Websites
Neural Turing Machines (NTM) - PyTorch Implementation