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Jake Vanderplas jakevdp

Python, Astronomy, Data Science

11.8k followers · 6 following · 46

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Oakland CA
http://www.vanderplas.com
@jakevdp

Highlights

Arctic Code Vault Contributor

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

Jupyter Notebook 26.2k 11.7k
altair-viz/altair

Declarative statistical visualization library for Python

Python 6.1k 560
WhirlwindTourOfPython

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

Jupyter Notebook 2.6k 1.2k
sklearn_tutorial

Materials for my scikit-learn tutorial

Jupyter Notebook 1.3k 789

1,582 contributions in the last year

Contribution activity

November 1, 2020

jakevdp has no activity yet for this period.

October 2020

Created a pull request in google/jax that received 3 comments

Oct 30

Update weak dtype promotion rules

This PR updates JAX's type promotion table in preparation for a more systematic handling of weak dtypes. The updated promotion table is generated v…

+32 −45 • 3 comments

Simplify weak types in promotion table Oct 31
Expand type promotion test to cover x32 mode Oct 29
Switch to declarative weak dtype promotion rules. Oct 29
Add explicit tests of weak/strong promotion semantics Oct 28
Cleanup: pass function name rather than function object Oct 22
[x64] Add initial weak_type logic to abstract eval rules Oct 22
[multi-buf] simplify custom object test avals Oct 20
Add deprecation warning for indexing with non-tuple sequences Oct 19
multi-buf: fix donated_invars in _xla_callable Oct 14
Improve pmap axis error in the presence of pytrees Oct 13
Increase test coverage for indexing ops Oct 12
BUG: fix indexing error Oct 12
Cleanup: remove extraneous device_put Oct 9
Fix extraneous dtype warning in jnp.mean Oct 9
lax_control_flow: retry via function rather than via loop Oct 8
fix mypy error Oct 7
remove redundant if-else Oct 5
improve out-of-bounds indexing description Oct 5
Call check_user_dtype on all user dtypes Oct 2
Improve errors for failed compilations w/ core.concrete_or_error Oct 2
Implement jnp.choose Oct 2

mention static_argnum values should be immutable Oct 27
Fixes #4692 and #4594 Oct 26
fix jit docstring's formatting Oct 26
FIX: example usage of optimizers API in module docstring Oct 26
[x64] Add initial weak_type logic to abstract eval rules Oct 22
[impl] Add support for setdiff1d Oct 21
Add missing jax.scipy.stats distributions to the docs. Oct 20
A couple of typo/gap fixes in PRNG design notes Oct 19
Fix CUDA launch error when generating an empty PRNG array. Oct 14
Update README, CHANGELOG, and jaxlib.__version__ for new jaxlib release Oct 14
remove a double warning message with asarray Oct 12
Ensure values returned by jax.random.truncated_normal() are in range. Oct 12
Add jax.numpy.polyint Oct 12
Histogram2d implementation Oct 8
Switch implementation of jnp.isnan(x) to x != x. Oct 7
Update Common_Gotchas_in_JAX.ipynb Oct 5
reduce test-case count of the numpy-dispatch CI check Oct 1
numpy histogramdd implementation Oct 1

Created an issue in google/jax that received 4 comments

Oct 19

Add a "How to think in JAX" doc

Over the past year, I think there has been a bit of a transition in the usage of JAX-flavored numpy from JAX is a drop-in replacement for numpy to J…

4 comments

PRNGKey input issues Oct 30
weak_types: error in grad of switch Oct 23
Should JAX deprecate indexing with lists? Oct 13

In place matrix/tensor update Oct 8
Accurate way to time JIT-compiled functions Oct 1