luispintoc Goto Github PK

clusterboot

Python version of https://www.rdocumentation.org/packages/fpc/versions/2.2-3/topics/clusterboot

comp551-final-project

Final project for the course COMP551 which aims to extend results of published work.

daigt

https://www.kaggle.com/competitions/llm-detect-ai-generated-text/overview

disaster-tweets

Predict whether a tweet is about a real disaster. Kaggle competition.

dlaicourse

Notebooks for learning deep learning

generate-anime-faces

Variational AutoEncoder using the anime faces dataset to ultimately use the decoder to generate new data from input noise

house-pricing

Code for the House Pricing Kaggle competition

jigsaw-nlp

Identify toxic comments whilst minimizing unintended model bias with respect to mentions of identities.

linking-writing

https://www.kaggle.com/competitions/linking-writing-processes-to-writing-quality/overview

luispintoc

Config files for my GitHub profile.

luispintoc.github.io

machine-unlearning

mini-project2

mini-project3

ml-carbon-capture-challenge2023

nlp-text-mining-working-examples

Full working examples with accompanying dataset for Text Mining and NLP. Current code base: Gensim Word2Vec, Phrase Embeddings, Keyword Extraction with TF-IDF and SKlearn, Word Count with PySpark

polymergasmembraneml

A machine-learning implementation that learns generalizable, interpretable models connecting polymer chemistry to membrane gas permeability.

predict-sales

Predict total sales for every product and store in the next month using a real-world time-series dataset.

pytorch-unsupervised-segmentation

seriesnet

Time series prediction using dilated causal convolutional neural nets (temporal CNN)

sunspots-forecasting

Predicting sunspot numbers using ML techniques given data from 1749/01/01 to 2017/08/31.

task-1

translator

Translator project using HuggingFace and AWS

transpolymer

Implementation of "TransPolymer: a Transformer-based language model for polymer property predictions" in PyTorch

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker