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awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

awesome-gee

A curated list of Google Earth Engine resources

awesome-interaction-aware-trajectory-prediction

A selection of state-of-the-art research materials on trajectory prediction

awesome-remote-sensing

Collection of Remote Sensing Resources

awesome-remote-sensing-papers

Selection of remote sensing papers

awesome-satellite-imagery-datasets

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

cheatsheets

Simple Cheat Sheets I've Made While Learning Data Science At Lambda

cnn-sentinel

Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)

covid19_twitter

Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development

covid19ml

Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis <https://pubmed.ncbi.nlm.nih.gov/32993652/>

deep-learning-for-big-crisis-data

deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

deepnetsforeo

Deep networks for Earth Observation

foursquareapi

A simple example of using Foursquare API to get the data about a venue (Tips, UserId, and other info) and the data about a user (homecity, gender, number of friends, lists, checkins, photos, and tips) on Python

geo_examples

gpsprobegeneration

Generate points ( coordinates) along the road from sparse GPS probes.

gpsprobegeneration_bak

GPS probe generation along the road for smooth visualization. (Python 3.6.9 )

guesstimator

🍻Uses Google, Yelp, and Foursquare APIs to retrieve and rank bars

hotelreviewsmining

Mining hotel reviews( from tripAdvisor and Yelp) to identify latent hotel aspects using algorithms like LDA, word2vec, n-gram, etc.

how_to_make_a_text_summarizer

This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

java-lab-fall-2023

jldadmm

A Java package for the LDA and DMM topic models

jsonl-to-csv

convert Jsonl files which contains multiple json files on each row in to csv file.

keras_deeplearning_tensorflow

Keras basic Introduction

lftm

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

litter-detection-review

A list of useful resources in the trash classification and detection (mainly plastic), such as datasets, papers, links to open source projects

machine-learning-books-with-python

Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python

machinelearningexamples

ML Learning Examples I came across from different sources, books and internet.