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Ben Frederickson benfred

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Working on GPU powered recommender systems @NVIDIA

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Pinned

py-spy Public

Sampling profiler for Python programs

Rust 8.4k 306
implicit Public

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Python 2.8k 544
NVIDIA-Merlin/NVTabular Public

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

Python 687 111
venn.js Public

Area proportional Venn and Euler diagrams in JavaScript

JavaScript 929 220
github-analysis Public

Trending Programming Languages ranked by GitHub Users

Go 281 38
nmslib/nmslib Public

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

C++ 2.7k 386

1,426 contributions in the last year

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Activity overview

Contributed to NVIDIA-Merlin/NVTabular, benfred/implicit, NVIDIA-Merlin/Transformers4Rec and 20 other repositories

Contribution activity

April 2022

Created 31 commits in 8 repositories

Created a pull request in NVIDIA-Merlin/NVTabular that received 3 comments

Restrict running on pandas 1.4.x

We've seen some issues with pandas 1.4 in merlin-models, and it looks like its also not supported by cudf yet https://github.com/rapidsai/cudf/blob…

+1 −1 • 3 comments

Opened 19 other pull requests in 9 repositories

NVIDIA-Merlin/Transformers4Rec 4 merged

Automate pushing package to pypi Apr 6
Allow the test_schocastic_swap_noise tests to fail Apr 6
Remove pinned keras version Apr 5
Set click<8.1.0 Apr 5

benfred/implicit 3 merged

NVIDIA-Merlin/models 3 merged

NVIDIA-Merlin/Merlin 2 merged

NVIDIA-Merlin/NVTabular 2 merged

Automate pushing package to pypi Apr 6
Final updates for 1.0 release Apr 6

NVIDIA-Merlin/core 2 merged

Report skipped tests in blossom Apr 5
Restrict running on pandas 1.4.x Apr 4

benfred/py-spy 1 open

Update remoteprocess to v0.4.9 Apr 28

benfred/remoteprocess 1 merged

Remove syscall lookup code on windows Apr 27

NVIDIA-Merlin/systems 1 merged

Update NVTabular and merlin-core requirements for the release Apr 6

Reviewed 31 pull requests in 7 repositories

NVIDIA-Merlin/Merlin 13 pull requests

Args fix Apr 26
add args, ARG can only handle one arg at a time Apr 26
WIP: Fix HDFS linking Apr 25
Torch container horovod release version Apr 14
Torch fix Apr 14
fix torch horovod: explicitly does not need tensorflow Apr 13
Set pandas version in CI container Apr 11
Typo Apr 7
Keep HugeCTR source Apr 7
Set dask_cuda version Apr 7
Update packages for scan Apr 7
Print more testing info Apr 6
Set pandas version Apr 6

NVIDIA-Merlin/NVTabular 7 pull requests

Fix inf container tag in getting started TF-inf nb and polish exp README Apr 18
Max auc Apr 14
update to compatible dtype Apr 6
fix for 1455 Apr 5
Add merlin.transforms.ops sub-package Apr 4
Add deprecation warnings to loader, inference, framework_utils Apr 4
fix normalize Apr 1

NVIDIA-Merlin/core 4 pull requests

Add Github issue templates Apr 18
Add mypy to the commit hooks and address typing issues Apr 14
Standardize our pre-commit hooks Apr 13
Exclude merlin/io from docstring coverage checks Apr 4

NVIDIA-Merlin/models 3 pull requests

benfred/remoteprocess 2 pull requests

Update nix requirement from 0.23 to 0.24 Apr 27
Update libproc requirement from 0.10 to 0.12 Apr 27

NVIDIA-Merlin/systems 1 pull request

Get feast repo path from feature store Apr 7

NVIDIA-Merlin/Transformers4Rec 1 pull request

docs: Add a redirect page Apr 5

Created an issue in NVIDIA-Merlin/models that received 3 comments

[Task] Update notebooks to note we require TF 2.8+ in the notebooks.

Description The notebooks currently include code like import os os.environ["TF_GPU_ALLOCATOR"]="cuda_malloc_async" import merlin.models.tf as mm Th…

3 comments

Opened 6 other issues in 3 repositories

NVIDIA-Merlin/models 3 open

NVIDIA-Merlin/Merlin 1 open 1 closed

[RMP] CI Release Process Improvements Apr 11
Add Merlin repo to containers Apr 1

NVIDIA-Merlin/NVTabular 1 open

Supports aggregation of past user interactions as additional user/context features Apr 6

10 contributions in private repositories Apr 11 – Apr 20