Geneva

Fabian Pedregosa

Elite
@fabianp

I'm a research scientist at @google-deepmind , working in optimization and machine learning

mord. Ordinal regression algorithms

274

minirank. Ranking and ordinal regression algorithms in Python

135

yep. Profiler for Python extensions

126

memory_profiler. Monitor Memory usage of Python code

89

hoag. Hyperparameter optimization with approximate gradient

65

group_lasso. Python

39

overview_optalgs. JavaScript

29

pytron. Trust Region Newton optimization in Python

27

pysofia. old repository, maintained version is at https://github.com/rth/pysofia

27

nbgallery. JavaScript

21

xmpp-shell. Python

19

mash_2016_sklearn_intro. Material for the MASH course on introduction to scikit-learn

16

ProxASAGA. Proximal Asynchronous SAGA

13

hrf_estimation. HRF estimation

13

DSOML_2017. Jupyter Notebook

12

scikit-learn. Machine Learning in Python

9

libpurple-examples. C

7

thesis. sources for my PhD thesis

5

TuftePelican. A pelican theme that attempts to use the [Tufte CSS](http://www.daveliepmann.com/tufte-css/) provide by Dave Liepmann. I hope I do him justice.

5

coordinate_descent. Generalized linear models via coordinate descent

3

scipy-lecture-notes. Notes used to give tutorials (for example at Euroscipy 2010)

3

fabianp.

2

gco_python. Python wrappers for GCO alpha-expansion and alpha-beta-swaps

2

ml-benchmarks. Benchmarks for various machine learning packages

2

rogues. A Python / Numpy / Scipy port of Prof. Nick Higham's m*lab 'gallery' matrices plus extras

2

nipy. Neuroimaging in python

2

numpy. Numpy main repository

1

constopt-pytorch. Python

1

joblib. Python function as pipeline jobs.

1

JSAT. Java Statistical Analysis Tool, a Java library for Machine Learning

1

hyperparam_bench. Benchmark of hyperparameter optimization methods

1

copt. composite optimization in Python

1

multitask. Python

1

cnn-dailymail. Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

1

openreview-py. Official Python client library for the OpenReview API

1

oreg. Ordinal Regression algorithms

1

scipy. Scipy main repository

1
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