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Jared T Nielsen jarednielsen

Skilled mathematician and computer scientist with a passion for machine learning. Researcher in natural language processing, computer vision, and RL.

11 followers · 0 following · 228

jaredtn.com

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speech2phone

Semi-supervised machine transcription of spoken audio into phonemes (speech units).

Jupyter Notebook 1
cryopumps

Predicting semiconductor factory equipment failure. Applies piecewise linear regression followed by CNN classification.

Jupyter Notebook 1
finite-difference

Wildfire modeling using PDEs and the Crank-Nicholson finite difference method.

Jupyter Notebook
research

Computer vision and reinforcement learning. Style transfer, PPO on OpenAI Gym's Atari, DC-GAN for celebrity faces.

Jupyter Notebook

651 contributions in the last year

Activity overview

Contributed to awslabs/sagemaker-debugger, huggingface/transformers, huggingface/nlp and 5 other repositories

Contribution activity

July 2020

jarednielsen/docs Jupyter Notebook Jul 6

Created a pull request in huggingface/nlp that received 10 comments

Jul 2

Add dataset.export() to TFRecords

Fixes #337 Some design decisions: Simplified the function API to not handle sharding. It writes the entire dataset as a single TFRecord file. This…

+116 −0 • 10 comments

Add contiguous sharding Jul 15
Add Dataset.from_concat() method Jul 14
Allow indexing Dataset via np.ndarray Jul 9
Add text dataset Jul 8
Run `make style` Jul 2
Add dataset.shard() method Jul 2

Return tokens from tokenizer.__call__() Jul 14

Update tfrecord.ipynb Jul 6

Created an issue in huggingface/transformers that received 4 comments

Jul 14

[Feature request] Pass any Iterable to tokenizer.call()

🚀 Feature request Currently tokenizer.__call__ accepts List[List[str]], for pre-tokenized inputs. It should also accept List[np.ndarray[str]]. Moti…

4 comments

Website table displays columns which have no data Jul 8

Jun	JUL	Aug
	15
2019	2020	2021

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