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Sampath Lonka's Projects

booknlp icon booknlp

BookNLP, a natural language processing pipeline for books

denumerant icon denumerant

This SAGE code computes the Sylvester Denumerant (aka Restricted Partition with Finite Parts) and other related information.

dnc-torch icon dnc-torch

PyTorch implementation of the differentiable neural computer.

fastainotes icon fastainotes

This is the collection of tutorials based fastai documentation

geomstats icon geomstats

Computations and statistics on manifolds with geometric structures.

gpt-engineer icon gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

handson-ml2 icon handson-ml2

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.

linear_algebra_with_python icon linear_algebra_with_python

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.

machine-learning-sssihl icon machine-learning-sssihl

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.

mdsc106 icon mdsc106

This has classroom python files for the summer semester 2021-22

pml-book icon pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

pytorch-ntm icon pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

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