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CornellDataScience

21 indexed repositories · View on GitHub

FiggieBot
Creating a game to play Figgie & Train an agent to play against

Python · 15 stars
sketchify
Turning images into coloring book pages with infinite resolution.

Jupyter Notebook · 11 stars
DataEngineering
The Data Engineering subteam of Cornell Data Science

XSLT · 7 stars
Education
The Education subteam of Cornell Data Science

6 stars
IntSys-Sentiment-Summary
Sentiment Summarization of Amazon Reviews

Jupyter Notebook · 3 stars
self-driving-car
This is a multi-year project undertaken by the Cornell Data Science team intended to demonstrate autopilot for a full-size car.

C++ · 3 stars
IntSys-Seedling
🌱mobile application to classify seedlings 🌱

Jupyter Notebook · 2 stars
IntSys-Vocal-Isolation

Python · 2 stars
insights-vizNNs
Insights project on building tools to visualize the evolution of advanced neural networks.

Jupyter Notebook · 1 star
Continuous-Impurity
For defining and testing a continuous impurity cost

Python · 1 star
Cornell-Census
Data Engineering Subteam

JavaScript · 1 star
ProjectX-2021
This is the GitHub repository for Cornell's 2021 ProjectX team. Members: Alexander Wang, Jerry Sun, Kevin Zhou, Kaitlyn Chen, Edward Gu, ...

Jupyter Notebook · 1 star
BayesianNeuralNets
We are staunch Bayesian proponents and would like neural nets to be done in Bayesian thinking as well. Conventional methods are typically...

Python · 0 stars
PneumoniaDetection
Detecting and localizing lung opacities in radio-graphs :reminder_ribbon:

Jupyter Notebook · 0 stars
Wikipedia
Project for the Data Visualization subteam during SP18. Visualizing the hierarchical relationship of knowledge on Wikipedia.

Python · 0 stars
Insights-Mask-Off

Jupyter Notebook · 0 stars
Reading-Handwriting

Jupyter Notebook · 0 stars
CHI-2022
Preparing for https://chi2022.acm.org

0 stars
GAN-Art-Generation

Jupyter Notebook · 0 stars
Class-Visualizer

Jupyter Notebook · 0 stars
1 more repository lives on View on GitHub

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160 open issues indexed

Could you update your readme and make the bayesian network notebook more easily accessible? Open

CornellDataScience/BayesianNeuralNets#1 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
and more Open

CornellDataScience/Education#2 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Make a todo Open

help wanted

CornellDataScience/PneumoniaDetection#2 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Prior Creation Open

CornellDataScience/PneumoniaDetection#4 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Server / AWS Setup Open

CornellDataScience/PneumoniaDetection#5 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Localizer Branch Implementation Open

CornellDataScience/PneumoniaDetection#7 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Train Classification + Localizer Network Open

CornellDataScience/PneumoniaDetection#8 · 0 comments · 0 reactions · 5 assignees · Indexed Sep 15, 2026
Align vector projections Open

CornellDataScience/insights-vizNNs#1 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Try out other dimensionality reduction techniques Open

CornellDataScience/insights-vizNNs#2 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Refine NLP algorithm Open

enhancement

CornellDataScience/Wikipedia#4 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
metric to replace cosine similarity Open

CornellDataScience/Wikipedia#7 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Fix scraping issue with source article for random walk being skipped Open

bug

CornellDataScience/Wikipedia#9 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Optimization routine to select best candidate subset and ordering Open

CornellDataScience/IntSys-Sentiment-Summary#28 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Add BERT finetune bells and whistles Open

CornellDataScience/IntSys-Sentiment-Summary#31 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Implement beam search Open

enhancement

CornellDataScience/IntSys-Sentiment-Summary#33 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Fill in encode, cluster, decode, optimize after all models are completely done Open

help wanted

CornellDataScience/IntSys-Sentiment-Summary#35 · 0 comments · 0 reactions · 4 assignees · Indexed Sep 15, 2026
Update readme Open

good first issue

CornellDataScience/IntSys-Sentiment-Summary#43 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Perform experiments to find optimal pipeline parameters Open

CornellDataScience/IntSys-Sentiment-Summary#44 · 0 comments · 0 reactions · 5 assignees · Indexed Sep 15, 2026
Add Batch decoding to summary pipeline Open

CornellDataScience/IntSys-Sentiment-Summary#49 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Train VGG Baseline Open

CornellDataScience/IntSys-Seedling#2 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Implement Pruning with pytorch Open

CornellDataScience/IntSys-Seedling#3 · 0 comments · 0 reactions · 6 assignees · Indexed Sep 15, 2026
Resnet + VGG pytorch model implementation Open

CornellDataScience/IntSys-Seedling#4 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Experiment with transfer learning on pruned model Open

CornellDataScience/IntSys-Seedling#5 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Implement putting custom pytorch model in coreml Open

CornellDataScience/IntSys-Seedling#7 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Run Pruning Script on ResNet Model Open

CornellDataScience/IntSys-Seedling#8 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
SVSGan training loss not decreasing Open

CornellDataScience/IntSys-Vocal-Isolation#6 · 1 comment · 0 reactions · 2 assignees · Indexed Sep 15, 2026
SVSGan OSError: [Errno 12] Cannot allocate memory Open

CornellDataScience/IntSys-Vocal-Isolation#10 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
See if E(Information Gain) is more numerically stable than expected GINI Open

CornellDataScience/Continuous-Impurity#1 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Fix places in readme where forgot to define p(k|x) for k = 1 (often just wrote a split function implying p(1|x) = 1-p(0|x) = 1-f(x)) Open

CornellDataScience/Continuous-Impurity#2 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Dropped index on readme for nonlinear pretransformation p(k|x) Open

CornellDataScience/Continuous-Impurity#3 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Train model Open

CornellDataScience/Insights-Mask-Off#7 · 0 comments · 0 reactions · 3 assignees · Indexed Sep 15, 2026
think of interactive element Open

CornellDataScience/Insights-Mask-Off#10 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Make gui Open

CornellDataScience/Insights-Mask-Off#12 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Retrain model and calculate confusion matrix Open

CornellDataScience/Insights-Mask-Off#13 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Do more EDA Open

CornellDataScience/Reading-Handwriting#2 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Start basic training Open

CornellDataScience/Reading-Handwriting#3 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Reading up on Pytorch and CNN theory Open

CornellDataScience/Reading-Handwriting#4 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Find way to zip train_x and train_y together pytorch Open

CornellDataScience/Reading-Handwriting#5 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Fix RuntimeError: expected scalar type Long but found Float Open

CornellDataScience/Reading-Handwriting#6 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Start slite journal Open

CornellDataScience/Reading-Handwriting#7 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Use batches instead of 1 at a time Open

CornellDataScience/Reading-Handwriting#8 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Use nn.conv2d in addition to nn.Linear Open

CornellDataScience/Reading-Handwriting#9 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Write test function Open

CornellDataScience/Reading-Handwriting#10 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Add print statements for accuracy/loss Open

CornellDataScience/Reading-Handwriting#11 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Improve Accuracy Open

CornellDataScience/Reading-Handwriting#12 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Run Model on 40 epochs and print results Open

CornellDataScience/Reading-Handwriting#13 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Build new CNN model and run on train test Open

CornellDataScience/Reading-Handwriting#14 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Create loss graphs Open

CornellDataScience/Reading-Handwriting#15 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Refactor and abstract code to remove copy pasted code Open

CornellDataScience/Reading-Handwriting#16 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Read papers and add to literature review! Open

CornellDataScience/CHI-2022#2 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026

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