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Carol's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

awesome-llm icon awesome-llm

Awesome-LLM: a curated list of Large Language Model

bagged.cluster.ets icon bagged.cluster.ets

Method developed by Tiago Dantas and Fernando Cyrino Oliveira that combines Bagging, Clusters and ETS to produce highly accurate time series forecasts

deep-learning-for-hackers icon deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

dsutils icon dsutils

Some basic utility functions for data science and data analysis

essdive-hydrologic-monitoring icon essdive-hydrologic-monitoring

READY TO USE. A reporting format intended for water level, temperature, electrical conductivity, specific conductance, dissolved oxygen, and pH measured in situ using sensors deployed in water bodies.

expressiondb icon expressiondb

App for hosting gene expression/ontology data with Shiny

ga-dashboard-demo icon ga-dashboard-demo

A demo on how to build your own Google Analytics dashboard with R, Shiny and MySQL

geostatspy icon geostatspy

GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz

gpflow icon gpflow

Gaussian processes in TensorFlow

gprt icon gprt

Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.

gpss-research icon gpss-research

Kernel structure discovery research code - likely to be unstable

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