rohit-rcrohit7 Goto Github PK

2021esn

Public codes for "Calibration of Spatial Forecasts from Citizen Science Urban Air Pollution Data with Sparse Recurrent Neural Networks" by Matthew Bonas and Stefano Castruccio

airqdata

A set of analysis tools for air quality data from various sources

aqloraburk

Air Quality sensor data from ESP32 via LoRaWAN

assignment-1-thorburn1

assignment-1-thorburn1 created by GitHub Classroom

assignment-2-thorburn1

assignment-2-thorburn1 created by GitHub Classroom

climatemonitorv2

Climate Monitor showing PM10 and PM2.5 Levels in Sheffield

dat8

General Assembly's Data Science course in Washington, DC

dogs-vs-cats-image-classification

Deep Neural Network to distinguish the images of dogs from cats

eda_streamlit_app

Repo for Exploratory Data Analysis Streamlit App

eth-price-prediction

Predicting Ethereum price changes. Results of an LSTM (Long Short Term Memory) and an SVM (Support Vector Machine) are being compared.

example-app-csv-wrangler

geoman

A deep learning approach for spatio-temporal forecasting

graphino

Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks". This paper is currently under review.

hello

jupyter-notebooks

A collection of jupyter notebooks

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

luftdaten-python

Python program for the luftdaten.info sensor network (e.g. usage with Raspberry-Pi)

machine-learning

In this repository, I will upload some projects I have been working on. These include building algorithms from scratch, as well as some applications of these.

machinelearningregression

boilerplate code, scripts, modules, data for Regression Analysis workshop

ozone-maps

Time Series Modeling and Spatial Prediction for pollution centers in the state of New York

piluft

python-stat-tools

python_data_science_and_machine_learning_bootcamp

Jupyter notebook for Udemy course: Python data science and machine learning bootcamp

rohit-rcrohit7

Config files for my GitHub profile.

sensors-software

sourcecode for reading sensor data

sensors.africa-api

The sensors.AFRICA API receiving, storing, and processing data received from sensors across the continentent. Accessible at https://api.sensors.africa/

streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

streamlit_forecasting_app

This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting package to generate a dynamic forecast from your own data.

themlbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

time-lapse

Python scripts for creating time lapse videos and gifs from Sentinel-2 images