Yann Dupis's repositories
RNN-Amazon-Fine-Food-Reviews
Amazon Fine Food Reviews Sentiment Analysis with Recurrent Neural Network
swift-tensorflow-ppml
Privacy-preserving machine learning with Swift TensorFlow
Building-a-Student-Intervention-System
Trained and tested several supervised machine learning models on a given dataset to predict how likely a student is to pass.
Exploratory-Data-Analysis-with-R-Prosper
In this exploratory analysis we will explore a dataset from the company Prosper, who is part of the peer-to-peer lending industry.
face-generation
Generative adversarial networks to generate new images of faces
image-classification
Convolutional neural network to classify images from the CIFAR-10 datasets
A-B-test-Free-Trial-Screener
Designed an A/B test, including which metrics to measure and how long the test should be run. I also analyzed the results of an A/B test that was run by Udacity, recommended a decision, and proposed a follow-up experiment.
Creating-Customer-Segments
Use unsupervised learning techniques to see if any similarities exist between customers, and how to best segment customers into distinct categories.
fsdp_qlora
Training LLMs with QLoRA + FSDP
language-translation
Language Translation with Sequence to Sequence
Prosper-Data-Visualizations-with-Dimple.js-and-D3
Data visualizations on Prosper data using Dimple.js and D3
srijan-gsoc-2020
Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers
tf-encrypted
Layer on top of TensorFlow for doing machine learning on encrypted data
yanndupis.github.io
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