Hadi's Projects
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
An active learning framework, using interchangeable algorithms and sample selection functions, including experimental results on a toy data-set.
Repo for Yale Applied Empirical Methods PHD Course
Long list of geospatial tools and resources
List of satellite imagery datasets with annotations for computer vision and deep learning
Code examples for my Write Better Python Code series on YouTube.
Landsat time series analysis using bfast
Radiative transfer modelling of forest reflectance using PARAS, and global sensitivity analysis
:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series š https://bit.ly/2yGDyqT
:mortar_board: Path to a free self-taught education in Computer Science!
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Corn Soy Data Layer
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
Easy-to-run example notebooks for Dask
Scalable Machine Learning with Dask
Dask tutorial
10 Weeks, 20 Lessons, Data Science for All!
Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Deep Learning for Time Series Classification
Doc-example exercise for code refinery workshop
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:wrench: .files, including ~/.macos ā sensible hacker defaults for macOS
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent