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This repository contains all the codes and results of our Satellite Coverage Classification Project. In this project, we trained a ResNet Convolutional Neural Network (CNN) model on satellite image…
Contained within are the Jupyter notebooks detailing the project's development process, from initial data preprocessing to the final LSTM model training and evaluation. The repository serves as a t…
tsbootstrap: generate bootstrapped time series samples in Python
A handy PDF-to-JSON conversion tool for academic papers implemented in Python.
Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/T…
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Guide to methods for generating and testing Cloud-Optimized Geospatial Formats
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
Free MLOps course from DataTalks.Club
Open source codebase powering the HuggingChat app
The "Python Machine Learning (2nd edition)" book code repository and info resource
Official implementation of Earthformer
Statistical Rethinking Course for Jan-Mar 2023
Transforms PDF, Documents and Images into Enriched Structured Data
Techniques for deep learning with satellite & aerial imagery
A small utility for generating ND array pyramids using Xarray and Zarr.
Pipeline for statistical downscaling of earth system model output
Reader for the Getting Started with Textual Data workshop series
A curated list of software and architecture related design patterns.
Design patterns and idioms in JS(ES6) /w traceur
CSS custom properties to help accelerate adaptive and consistent design.
Templates created by The Good Docs Project - for all your tech writing needs.
Data on CO2 and greenhouse gas emissions by Our World in Data
Svelte application boilerplate with Webpack, Babel, PostCSS, Sass, Fetch, Jest, .Env, EsLint.
A modified web browser that helps in responsive web development. A web developer's must have dev-tool.