Michael (hlabathems)

hlabathems

Geek Repo

Company:University of Cape Town

Location:Cape Town

Twitter:@hlabams

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Michael's repositories

androidjs

Platform to build android app using node js

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astropy

Repository for the Astropy core package

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awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

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BRAINS

A package for dynamically modeling broad-line regions and analyzing reverberation mapping data, and measuring the black hole mass.

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ccdproc

Astropy affiliated package for reducing optical/IR CCD data

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data-science-blogs

A curated list of data science blogs

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data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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data-scientist-roadmap

Toturials coming with the "data science roadmap" picture.

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DataScienceResources

Open Source Data Science Resources.

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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go

The Open Source Data Science Masters

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LearnDataScience

Open Content for self-directed learning in data science

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LSSTC-DSFP-Sessions

Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program

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Machine-learning-examples

Contains machine learning examples obtained online

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MICA

A Non-parametric Approach to Constrain the Transfer Function in Reverberation Mapping.

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photometry_with_sextractor

Basic differential photometry using sextractor

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photometrypipeline

automated photometry pipeline for small to medium-sized observatories

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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pycecream

python implemetation of the fortran cream AGN lightcurve-fitting code.

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

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SAAO_Postgrad_Tools

This contains codes written by students to aid in their everyday analysis of data

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spark-notebook

Interactive and Reactive Data Science using Scala and Spark.

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specreduce

Tools for the reduction of spectroscopic observations from Optical and NIR instruments

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specutils

An Astropy coordinated package for astronomical spectroscopy. Maintainers: @nmearl @crawfordsm @keflavich @eteq

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stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

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