Sandeep Rana PhD's repositories
awesome-bayesian-statistics
A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics.
awesome-jax
JAX - A curated list of resources https://github.com/google/jax
Bayes_InfoTheory
Lectures on Bayesian statistics and information theory
Coursera_Git
This is a repository I have created for Qwik lab session in Coursera course on GitHub
dailycodingproblem-go
problems from dailycodingproblem.com solved in Go
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
fastbook
The fastai book, published as Jupyter Notebooks
financial-machine-learning
A curated list of practical financial machine learning (FinML) tools and applications in Python (by @firmai)
GalSim
The modular galaxy image simulation toolkit. Documentation:
it-cert-automation-practice
Google IT Automation with Python Professional Certificate - Practice files
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.
knowledge
Miscellaneous docs
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
MP-Gadget
massively-parallel cosmology simulator
OneEuroFilter
A simple Python implementation of the 1€ Filter (1e filter, 1 euro filter, One Euro Filter). The code can be used as pseudocode for implementing the algorithm in other languages.
project-based-learning
Curated list of project-based tutorials
py-sphviewer
Py-SPHViewer is a framework for rendering cosmological simulations in Python using the Smoothed Particle Hydrodynamics scheme.
Quant-Finance-Resources
Courses, Articles and many more which can help beginners or professionals.
Quijote-simulations
Large suite of N-body simulations
research_public
Quantitative research and educational materials
rust-learning
A bunch of links to blog posts, articles, videos, etc for learning Rust