HadiEO

Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

dcai-lab

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 👩🏽‍💻

fastbook

The fastai book, published as Jupyter Notebooks

scikit-fuzzy

Fuzzy Logic SciKit (Toolkit for SciPy)

ultimate-python

Ultimate Python study guide for newcomers and professionals alike. :snake: :snake: :snake:

learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

Python

All Algorithms implemented in Python

datatree

WIP implementation of a tree-like hierarchical data structure for xarray.

osm-seed

A collection of Dockerfiles to run a containerized version of OpenStreetMap

ReforesTree

🌴 A dataset for estimating tropical forest biomass based on drone and field data

xbatcher

Batch generation from xarray datasets

awesome-python-applications

💿 Free software that works great, and also happens to be open-source Python.

sklearn-xarray

Metadata-aware machine learning.

zen3geo

The 🌏 data science library you've been waiting for~

betterpython

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

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

fiftyone

The open-source tool for building high-quality datasets and computer vision models

data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

point-e

Point cloud diffusion for 3D model synthesis

odc-colab

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

debirdify

earthaccess

Python Library for NASA Earthdata APIs

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

earth-forecasting-transformer

Official implementation of Earthformer

openpilot

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system in 275+ supported cars.

UltimatePygameIntro

The project for the ultimate introduction to pygame. Link: https://youtu.be/AY9MnQ4x3zk

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

samplemod

python-guide

Python best practices guidebook, written for humans.