Discover @CShorten Open Source projects

Connor Shorten (@CShorten)

CShorten

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Following 225
Registered almost 8 years ago
Most used languages

Jupyter Notebook
63.6 %

Python
27.3 %

MATLAB
4.5 %

Go
4.5 %

HenryAILabs-VideoList

A curated list of all Henry AI Labs videos on Deep Learning and AI organized by category!

KaggleDogBreedChallenge

Binary Problem of Golden Retrievers vs. Shetland Sheepdogs

Jupyter Notebook

NIKE_vs_ADIDAS

Image Recognition classifier between nike and adidas basketball shoes. Dataset is available in the repository.

Jupyter Notebook

AIWeeklyUpdates

Content Links for AI Weekly Update Series on Henry AI Labs

BballShoesDCGANs

Implementing DCGANs to generate 45 x 45 x 3 images of Basketball Shoes. Keras code with Tensorflow Backend

Jupyter Notebook

SentimentClassification

Using Transfer Learning to train a CNN to classify sentiment in images between Positive versus Negative and Highly Positive versus Highly Negative. Python and Keras

Jupyter Notebook

CatsDogsClassifier

MATLAB project, transfer learning w/ alexnet + naive bayes classifier

Small-Weaviate-Examples

Jupyter Notebook

CORD-19-Mining

Research in CORD-19 Literature Mining

Jupyter Notebook

Vector-Search-for-Data-Scientists

Slides for ODSC talk - "Vector Search for Data Scientists"

Jupyter Notebook

ImageProcessing

Viola Jones Face Swap Implementation, Genetic Algorithm for copying Images

Jupyter Notebook

AugmentationLab

AugmentationLab explores the role of Data Augmentation in Robustness, Class Imbalance, Distribution Shift and Generalization.

Jupyter Notebook

Keras-Language-Modeling

Collection of tools to help with implementing language modeling ideas in Keras

Robust-Vector-Search

Illustration of the benefit of CLIP in the Weaviate + Jina AI Vector Search Stack

Jupyter Notebook

DeepLearning

Homework Code with Python

Jupyter Notebook

RAPIDS-ETL

Benchmarking rapids vs. pandas feature engineering

Jupyter Notebook

DataScienceHW

Homework Assignments for Intro to Datascience

Jupyter Notebook

GTNs-Shorten

PhD Experiments with Generative Teaching Network - Research Code

DataVisualization

Using Python Graph Libraries to Visualize User Metric Data

Jupyter Notebook

AsyncIndexTest

Quick test with the natural questions dataset

Causal-Inference-Study

Collection of things about Causal Inference

golang-HNSW

Minimal golang implementation of HNSW

ref2vec-demo

Demo to show how to use ref2vec

python-HNSW

Python code to study how HNSW works

generative-transformers

App for Generative Inference in Weaviate

ML4HC-WinterCohort2021

Collection of takeaways from our Winter 201 Cohort as we study MIT's Machine Learning for Healthcare Course on YouTube

GPT4-Repo-Prompts

Prompting GPT4 to analyze the Weaviate codebase

weaviate-virtual-store