Alice Williams

@Syntheticalism

Full-stack & research software engineer building AI/ML systems & interactive visualization tools • Independent builder of startup & applied research software.

@CWU-VKD-LAB @Re-Write-Reality Bellingham, Washington, USA

392

Followers

771

Following

Public Repos

Private Repos

Language Breakdown

Lines of code distribution across 62 owned repositories

6.5M Total LOC

Jupyter Notebook

3,693,612 lines

57.3%

N/A

Python

1,725,540 lines

26.7%

N/A

Java

847,200 lines

13.1%

N/A

JavaScript

50,523 lines

0.8%

N/A

Julia

41,200 lines

0.6%

N/A

Other

93,081 lines

1.4%

N/A

T-Shaped Developer

T-shaped

Deep in Jupyter Notebook with broad versatility

Jupyter Notebook

Python

Java

JavaScript

Julia

Collaboration Network

Global Impact visualization

LIVE

0 active collaborators

Repos

116

PRs

Growth

+18%

Top Collaborators

No collaborator data yet.

Coding Streak

Contribution activity over the past year

2 days

651

Contributions

306

Commits

Pull Requests

Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun

Based on GitHub activity

Less

Followers 392

Fatima Rose P. Torres

@rozudev

manman4

@manman4

Dollar

@dollar25k

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@Nai64

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@BEPb

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Following

771 total

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@yimaeecs

Emanuele Mule

@EmaMule

RustyNeuron

@rustyneuron01

Andras Anderson

@TheyCallMeToast

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@omarsar

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Synced via GitHub

Top Repositories

VKD_Demo_Suite

Visual Knowledge Discovery demo tools for interactively visualizing, exploring, and identifying complex n-D data patterns in multivariate CSV data, to visualize machine learning classifier models.

7 1

Python

Dynamic_Coordinates_Vis_System

Build visual machine learning models with multidimensional general line coordinate visualizations by interactive classification and synthetic data generation tools.

6 2

Python

AvaAvarai

Config files for my GitHub profile.

6 1

3D_Histogram_Viewer

Multidimensional visualization of data histograms

4 0

Python

Java_Tabular_Vis_Toolkit

Multidimensional homogenous data visualization cross-platform desktop application for Computational Interactive Visual Learning using lossless General Line Coordinates with human-in-the-loop interaction and eight classifier algorithms to discover, test, and boost explainable machine learning classifier models.

4 1

Java

DCGAN_Custom_Architecture_Builder_and_Image_Synthesizer

DCGAN (Deep Convolutional Generative Adversarial Network) custom architecture builder and image synthesizer to specify the architecture of the generator and discriminator, visualize the models, train the GAN, synthesize images, and analyze synthetic imagery losslessly visualized.

3 0

Python

Alice_Williams_CV

My Curriculum Vitae (CV) webpage, developed with plain html/css/a sprinkle of vanilla JS, hosted on GitHub pages.

3 0

HTML

MNIST-Hyperblock-BAP

Structured MNIST dimensional and case reduction enabling interpretable hyperblock classification and lossless geometric visualization.

ML_Classifier_Comparison_Tool

Machine Learning classifier comparison GUI application. Choose 21 classifiers, evaluation data (optional for evaluation of synthetic data), hyperparameters, cross-validation splits, and rng seed; tabulates, and visualizes in Parallel Coordinates: best, worst, average, and standard deviation of Accuracy/F1/Recall.

2 1

Python

Open Source Impact

Contributions to external projects

7 merged PRs

No external contributions found.