buddollajagadish Goto Github PK

2015

Public material for CS109

applied-ml

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

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

awesome-satellite-imagery-datasets

List of satellite imagery datasets with annotations for computer vision and deep learning

bfastspatial

Set of utilities and wrappers to perform change detection on satellite image time-series (Landsat and MODIS). Includes pre-processing steps and functions for spatial implementation of bfastmonitor change detection and post processing of the results.

carbon_capture_ml

Survey of all published Carbon Capture ML papers, data, code and supplemental materials for the benefit of all humanity

cartopy

Cartopy - a cartographic python library with matplotlib support

causal-inference-and-discovery-in-python

Causal Inference and Discovery in Python by Packt Publishing

causal_discovery_for_time_series

Causal discovery for time series

causality

Notes, exercises and other materials related to causal inference, causal discovery and causal ML.

cesm2esmiav

Analysis that looks at inter-annual and seasonal variability of terrestrial C fluxes simulated by CESM2esm-hist

cftime

Time-handling functionality from netcdf4-python.

clip_multy

Clipping Multiple Shapefiles with Single one

code_snippets

codecarbon

Track emissions from Compute and recommend ways to reduce their impact on the environment.

coincalc

CoinCalc R Package for Event Coincidence Analysis

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

content

Official content for Harvard CS109

create_publication_quality_netcdf

Content from the NASA Earthdata webinar presented by ORNL DAAC in September 2019.

daily-coding-problems

Programming problems for practice

data-analysis

Data Science Using Python

daymet-python-opendap-xarray

Notebooks for Programmatic Access to Daymet V4 Data and Geospatial Analysis in Python and ArcGIS Pro

deep-cnn-sat-image-time-series

Deep CNN and RNN for Satellite Image Time Series

earthengine-api

Python and JavaScript bindings for calling the Earth Engine API.

easy-deep-learning-with-keras

Keras tutorial for beginners (using TF backend)

es218

Exploratory Data Analysis in R

final_project

final_project-1

frk

Fixed Rank Kriging with big data

from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.