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bksgupta's Projects

algorithms icon algorithms

Free hands-on course with the implementation (in Python) and description of several computational, mathematical and statistical algorithms.

ccm-site icon ccm-site

NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling

data-science-competitions icon data-science-competitions

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

fastai-v3 icon fastai-v3

Starter app for fastai v3 model deployment on Render

gdrl icon gdrl

Grokking Deep Reinforcement Learning

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.

kalman-and-bayesian-filters-in-python icon 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.

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

madewithml icon madewithml

Learn how to responsibly deliver value with ML.

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