natasha's repositories
10-steps-to-become-a-data-scientist
In this repository, we want to review 10 skills that are essentials to get the job in fact, this repository is a reference for you, which you can learn all of skills that you need as data scientist
2016-02-22-ucsb
Big Data Methods workshop at UCSB
arable-python-lib
A simple python client to interact with the Arable API
local-adapt-deer-isle
Scripts for local adaptation study of A. millefolium and H. perforatum on Deer Isle, ME.
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
create-gif
Python code to create animated gif from images. Example using FEWS NET Southern Africa food security classification.
crop-type-mapping
Crop type mapping of small holder farms in Ghana, and South Sudan
CSC-Computing-2017
Materials for the CSC computing series (2017)
docker-flask-image-recognition-sklearn
Dockerfile utilizing flask to host a scikit-learn image recognition model
First-NN-Tensorflow
Files for Build, Train, and Deploy your First Neural Network in TensorFlow
geog178
Section website for Geography 178/258: Conceptual Modeling and Programing for the Geo-Sciences. University of California, Santa Barbara
geopackage-java
GeoPackage Java Library
notebook_playground
Notebooks for playing around with datasets etc.
Predicting-School-Ratings
Predicting school rating with census income data
Python-for-Probability-Statistics-and-Machine-Learning
Jupyter/IPython Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
RidgeToReef
Coupled Natural Human Systems at the Ridge-2-Reef Climate and Life program at UC Irvine, August 2018
scipy2014_tutorial
Tutorial: Bayesian Statistical Analysis in Python
so-simple-theme
A simple Jekyll theme for words and pictures.
Spring2020
PSTAT 234: Statistical Data Science (Spring 2020)
standard_precip
Python implementation for calculating the Standard Precipitation Index (SPI) and Standard Precipitation Evapotranspiration Index (SPEI)