Python ML & Data Science
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- http://www.vanderplas.com
- @jakevdp
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PythonDataScienceHandbook
PythonDataScienceHandbook PublicPython Data Science Handbook: full text in Jupyter Notebooks
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altair-viz/altair
altair-viz/altair PublicDeclarative statistical visualization library for Python
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WhirlwindTourOfPython
WhirlwindTourOfPython PublicThe Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
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sklearn_tutorial
sklearn_tutorial Public archiveMaterials for my scikit-learn tutorial
1,811 contributions in the last year
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Contribution activity
November 2023
Created 32 commits in 2 repositories
Created 2 repositories
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jakevdp/array-api-tests
Python
This contribution was made on Nov 10
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jakevdp/maxtext
Python
This contribution was made on Nov 1
Created a pull request in data-apis/array-api-tests that received 21 comments
Opened 33 other pull requests in 3 repositories
google/jax
25
merged
2
open
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JAX tutorials: add External Callbacks
This contribution was made on Nov 20
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JAX Docs tutorials: quickstart
This contribution was made on Nov 20
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DOC: update package requirements
This contribution was made on Nov 20
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CI: pin actions/setup-python & actions/github-script to recent release
This contribution was made on Nov 20
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Move docs/tutorial to docs/tutorials
This contribution was made on Nov 17
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[array api] update array-api-tests
This contribution was made on Nov 17
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Deprecate passing of None to jax.numpy.array
This contribution was made on Nov 16
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random: clean up fold_in implementation
This contribution was made on Nov 16
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CI: fix doc build
This contribution was made on Nov 16
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jax.vmap: improve docs & error for structured in_axes
This contribution was made on Nov 15
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Fix boolean indexing check with newaxis
This contribution was made on Nov 15
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jnp.unique: small implementation cleanup
This contribution was made on Nov 9
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jnp.eye: handle larger-than int32 offsets
This contribution was made on Nov 9
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[random] support key dtype in custom_vjp
This contribution was made on Nov 8
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jnp.vectorize: support None arguments
This contribution was made on Nov 8
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jax.nn.normalize: deprecate using standard framework
This contribution was made on Nov 8
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jnp.histogram: avoid flattening input
This contribution was made on Nov 8
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Fix dtype-related docs for cumsum/cumprod
This contribution was made on Nov 6
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Make jax.scipy.optimize test compatible with upstream scipy
This contribution was made on Nov 6
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[sparse] fix concretization error for nse
This contribution was made on Nov 6
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[random] better errors for unsupported operations on prng keys
This contribution was made on Nov 3
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jnp.cross: account for numpy 2.0 deprecation
This contribution was made on Nov 3
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jnp.nanmean: avoid integer overflow for large arrays
This contribution was made on Nov 3
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Document installation of older jaxlib wheels
This contribution was made on Nov 3
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Fix wording in TFDS example
This contribution was made on Nov 3
- Some pull requests not shown.
data-apis/array-api-tests
2
open
3
merged
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Update to most recent array-api commit
This contribution was made on Nov 15
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Fix handling of disable_deadline setting.
This contribution was made on Nov 14
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Add hypothesis derandomize setting for reproducible builds
This contribution was made on Nov 14
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CI: bump numpy version to fix errors
This contribution was made on Nov 13
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helpers: avoid mutation in invertible_matrices
This contribution was made on Nov 13
google/maxtext
1
closed
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avoid accessing private jax.random APIs
This contribution was made on Nov 1
Reviewed 30 pull requests in 4 repositories
google/jax
25 pull requests
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Apply #18220 with jupytext sync.
This contribution was made on Nov 20
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Add
random.binomialThis contribution was made on Nov 20 -
JAX docs tutorial: Thinking in JAX
This contribution was made on Nov 17
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JAX docs tutorial: Debugging 101
This contribution was made on Nov 17
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JAX docs tutorial: Installation
This contribution was made on Nov 17
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Fix annotations
This contribution was made on Nov 16
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Switch from flake8 to Ruff
This contribution was made on Nov 16
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Prefer
expand_dimsoverreshapeThis contribution was made on Nov 16 -
Implementation of poch and hyp1f1
This contribution was made on Nov 15
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Add nn.squareplus.
This contribution was made on Nov 15
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Prefer user specified dtype in jax.nn.initializers.orthogonal
This contribution was made on Nov 13
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Annotate jaxpr
This contribution was made on Nov 10
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Annotate jax.numpy.atleast_xd functions
This contribution was made on Nov 10
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[random] support key dtype in custom_vjp
This contribution was made on Nov 9
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jnp.eye: handle larger-than int32 offsets
This contribution was made on Nov 9
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Add docstring to PositionalSharding
This contribution was made on Nov 9
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Bump styfle/cancel-workflow-action from 0.11.0 to 0.12.0
This contribution was made on Nov 8
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[DOC] Fix the Custom operations for GPUs tutorial following API changes.
This contribution was made on Nov 8
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Fix hashcode for
HashablePartialto get equal hashes for equal objectsThis contribution was made on Nov 8 -
jnp.histogram: avoid flattening input
This contribution was made on Nov 8
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Add comb function to jax._src.scipy.special
This contribution was made on Nov 6
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Add Kaggle integration for JAX pmap cookbook
This contribution was made on Nov 6
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Document installation of older jaxlib wheels
This contribution was made on Nov 6
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feat (scipy.special): Add beta function
This contribution was made on Nov 6
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[typing] Use ParamSpec in JIT annotation
This contribution was made on Nov 3
- Some pull request reviews not shown.
numpy/numpy
1 pull request
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MAINT: Add
array-api-testsCI stage, addndarray.__array_namespace__This contribution was made on Nov 16
data-apis/array-api-tests
1 pull request
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Update to most recent array-api commit
This contribution was made on Nov 15
jax-ml/ml_dtypes
1 pull request
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Introduce IEEE P3109 dtypes
This contribution was made on Nov 10
Created an issue in data-apis/array-api-tests that received 13 comments
Tests are too slow for libraries with eager-mode dispatch overhead
For example this job: https://github.com/google/jax/actions/runs/6804780902/job/18502996983, which is associated with google/jax#16099 took 4.5 hou…
13
comments
Opened 8 other issues in 2 repositories
google/jax
4
open
2
closed
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Tracking issue: Documentation update
This contribution was made on Nov 17
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Array indexing: boolean mask after
newaxisleads to errorThis contribution was made on Nov 15 -
jax.numpy.cross JIT invariance issue
This contribution was made on Nov 13
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scatter_add in float32 may be inaccurate when accumulating large numbers of entries
This contribution was made on Nov 8
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jax.numpyAPIs should be wrapped as ufuncs by defaultThis contribution was made on Nov 3 -
Tracking issue: support Array API
This contribution was made on Nov 2
data-apis/array-api-tests
1
closed
1
open
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hypothesis 6.88.4 and later raises warnings
This contribution was made on Nov 16
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[Possible bug] test suite requires value-dependent integer casting
This contribution was made on Nov 14
Answered 14 discussions in 1 repository
google/jax
google/jax
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Install old JAX version (0.2.8) with CUDA and CUDNN
This contribution was made on Nov 20
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Jitted function is fast to complete computations, but slow to return
This contribution was made on Nov 18
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Add a binary mask to jax.Array
This contribution was made on Nov 15
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Vectorization of mask generation for a custom dataset
This contribution was made on Nov 10
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Question regarding efficiency of jax.grad
This contribution was made on Nov 7
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Can't instantiate jax numpy zeros if 64-bit mode is enabled using GPU
This contribution was made on Nov 6
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How should I do segment_argmax in JAX?
This contribution was made on Nov 6
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Chunksize in vmap
This contribution was made on Nov 6
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why jaxlib 0.3.* is deleted from python package ?
This contribution was made on Nov 6
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Execution count for loop + vmap
This contribution was made on Nov 3
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Error while using vmap to iterate over an array to provide value for the 'n' parameter of jax.numpy.linalg.matrix_power function
This contribution was made on Nov 2
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Where does the project name "JAX" come from?
This contribution was made on Nov 2
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Force a dynamic variable to be static
This contribution was made on Nov 1
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Slicing an array inside a JIT compiled function vs using sliced arrays as inputs to JIT compiled function
This contribution was made on Nov 1






