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Henoc Mukadi's Projects

6.431x icon 6.431x

Probability - The Science of Uncertainty and Data

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

beaglebone-black icon beaglebone-black

Design and Document files for the BeagleBone Black from BeagleBoard.org

betterpython icon betterpython

Code examples for my Write Better Python Code series on YouTube.

data_science icon data_science

Different study cases of handling and analysis data, using python tools.

deep-learning-book icon deep-learning-book

Deep Learning book the covers the principles of deep learning, motivation, explanations, state of the art papers for the various tasks and architectures: CNNs, object detection, semantic segmentation, generative models, denoising, super resolution, style transfer and style manipulation, inpaintig, self supervised learning, vision transformers, OCR, and multi modal. Hope that it will be useful to some of you 🙂

mdbook icon mdbook

Create book from markdown files. Like Gitbook but implemented in Rust

mitx_6.86x icon mitx_6.86x

Notes of MITx 6.86x - Machine Learning with Python: from Linear Models to Deep Learning

mitx_capstone_1 icon mitx_capstone_1

This is the first cheat-sheet for the MITx Statistics and Datascience capstone exam

modernpython icon modernpython

Sample code for the video course: Modern Python: Big Ideas, Little Code

papers-we-love icon papers-we-love

Papers from the computer science community to read and discuss.

privategpt icon privategpt

Interact privately with your documents using the power of GPT, 100% privately, no data leaks

python-patterns icon python-patterns

Source code behind the python-patterns.guide site by Brandon Rhodes

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

symspell icon symspell

SymSpell: 1 million times faster spelling correction & fuzzy search through Symmetric Delete spelling correction algorithm

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