ShaunakSen

Python

All Algorithms implemented in Python

metabase

The simplest, fastest way to get business intelligence and analytics to everyone in your company :yum:

data-engineering-zoomcamp

Free Data Engineering course!

docz

✍ It has never been so easy to document your things!

pyscript

Try PyScript: https://pyscript.com Examples: https://tinyurl.com/pyscript-examples Community: https://discord.gg/HxvBtukrg2

numpy-100

100 numpy exercises (with solutions)

the-incredible-pytorch

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

mlops-zoomcamp

Free MLOps course from DataTalks.Club

pandas_exercises

Practice your pandas skills!

leetcode-patterns

A pattern-based approach for learning technical interview questions

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

speechbrain

A PyTorch-based Speech Toolkit

blockchain

A simple Blockchain in Python

DensePose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

mercury

Convert Jupyter Notebooks to Web Apps

deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

ML-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

smart_open

Utils for streaming large files (S3, HDFS, gzip, bz2...)

xlwings

xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

nannyml

nannyml: post-deployment data science in python

py_regular_expressions

Learn Python Regular Expressions step by step from beginner to advanced levels

Network-Analysis-Made-Simple

An introduction to network analysis and applied graph theory using Python and NetworkX

LearnML

This is the Study Guide for Learn Machine Learning in 3 Months (PyTorch Curriculum) by Siraj Raval on Youtube

ML-University

Machine Learning Open Source University

playtorch

PlayTorch is a framework for rapidly creating mobile AI experiences.

jupyter_to_medium

Python package for publishing Jupyter Notebooks as Medium blogposts

statascratch-solutions