Sage Elliott's repositories
intro-machine-learning-python
An intro to machine learning with Python
ai-book-club
A repo for the AI book club
pi_pico_robot
Creating an affordable robot kit with raspberry pi pico
Model-Serving-Monitoring-with-BentoML-WhyLabs
How to monitor ML models served with BentoML using WhyLabs
cv_preprocess_helpers
Small scripts I've found to helpful in in certain situations for preprocessing images.
build-ml-pipeline-for-short-term-rental-prices
Project code for cd0581 refresh taught by Giacomo Vianello
distillbert-review-classification-with-lora
Fine tuning a distillbert llm from hugging face with LoRA to perform classification on the IMDB movie review dataset
geese-object-detection-dataset
A labeled dataset of geese for object detection in COCO format
gif-optimizer-opencv
optimize gifs with OpenCV
keras-resnet50-classifier
a trainable resnet50 using TensorFlow 2 + Keras
llm-chatbot-openai
a basic chatbot application using openai API and chat history for chat context
llm-sentiment-classifier-openai
A simple LLM text sentiment classifier example using the openai api
llm-translation-openai
an translation app using openAI
sythetic_iris_data
synthetic data created around the iris data set. Some with quality issues and data drift.
tabular-synthetic-data-generator
A simple way to make some synthetic data based on a tabular dataset.
TensorFlow-modules
A repo for TensorFlow snippets and how-tos
text-summarization-openai
A simple text summarization example using the openai api
video_to_gif_converter
A video to gif converter made with python
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch