Spandyie

ParticleFilter

This project uses Particlefilter (Sequential Monte-Carlo Method) to estimate the remaining life of the structure based on Parish-Erdogan Law

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

Bayesian-Linear-Regression

In statistics, Bayesian linear regression is an approach to linear regression in which the statistical analysis is undertaken within the context of Bayesian inference. When the regression model has errors that have a normal distribution, and if a particular form of prior distribution is assumed, explicit results are available for the posterior probability distributions of the model's parameters.

automatic-waffle

Genetic Algorithm library based on Mordern C++

crispy-lamp

Parse the stock data of S&P500 companies and display it on a streamlit webapp

L-Deep-Neural-Network

miniature-fortnight

Tweeter data-mining project

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

arviz

Exploratory analysis of Bayesian models with Python

awesome-bash

A curated list of delightful Bash scripts and resources.

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-mlops

A curated list of references for MLOps

capsule_net_pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

contribute-to-open-source

Learn the GitHub workflow by contributing code in a fun simulation project

cppbestpractices

Collaborative Collection of C++ Best Practices

Exponential-regression-using-Gradient-descent

This repository contains the code that does exponential regression using gradient descent optimizer.

fictional-happiness

This repository contains C++ code which writes XML file

first-contributions

🚀✨ Help beginners to contribute to open source projects

materials

Bonus materials, exercises, and example projects for our Python tutorials

NLP

This is where I put all my work in Natural Language Processing

nlp_course

YSDA course in Natural Language Processing

project-based-learning

Curated list of project-based tutorials

pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

pytorch_tutorial

PyTorch tutorial for PyData Berlin

scripts

System administration scripts.

spandanmishra.github.io

stan

Stan development repository (home page is linked below). The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

wxmplot

wxPython plotting widgets using matplotlib

Yet_Another_Algorithms_Repository

Beginner friendly repo for easily contributing algorithms' implementations