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Name: Bidur Devkota
Type: User
Name: Bidur Devkota
Type: User
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
A curated list of Google Earth Engine resources
A selection of state-of-the-art research materials on trajectory prediction
Collection of Remote Sensing Resources
Selection of remote sensing papers
List of satellite imagery datasets with annotations for computer vision and deep learning
Simple Cheat Sheets I've Made While Learning Data Science At Lambda
Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)
Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development
Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis <https://pubmed.ncbi.nlm.nih.gov/32993652/>
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)
Deep networks for Earth Observation
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
Generate points ( coordinates) along the road from sparse GPS probes.
GPS probe generation along the road for smooth visualization. (Python 3.6.9 )
π»Uses Google, Yelp, and Foursquare APIs to retrieve and rank bars
Mining hotel reviews( from tripAdvisor and Yelp) to identify latent hotel aspects using algorithms like LDA, word2vec, n-gram, etc.
This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
A Java package for the LDA and DMM topic models
convert Jsonl files which contains multiple json files on each row in to csv file.
Keras basic Introduction
Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)
A list of useful resources in the trash classification and detection (mainly plastic), such as datasets, papers, links to open source projects
Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python
ML Learning Examples I came across from different sources, books and internet.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.