gusbruschi13

nlp_course

YSDA course in Natural Language Processing

FriendsDontLetFriends

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

LLMLingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

QuantEcon.py

A community based Python library for quantitative economics

pyts

A Python package for time series classification

ML_Finance_Codes

Machine Learning in Finance: From Theory to Practice Book

MAPIE

A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.

pytimetk

Time series easier, faster, more fun. Pytimetk.

pyspi

Comparative analysis of pairwise interactions in multivariate time series.

ppi_py

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

python-blog

resources

Supplementary resources for the textbook Engineering Design Optimization by Joaquim R. R. A. Martins and Andrew Ning

data-engineering-roadmap

roadmap de engenharia de dados da jornada 2024

Getting-Started-with-NLP

This repository accompanies the book "Getting Started with Natural Language Processing"

resources

A collection of resources for learning and research.

SemanticDeduplicator

python-causality-handbook-ptbr

Inferência Causal para os Corajosos e Verdadeiros. Uma abordagem divertida, mas rigorosa, para aprender sobre estimativa de impacto e causalidade.

DataProjectStarterKit

Estrutura completa para iniciar um projeto de dados com Python, abrangendo ambiente, git, desenvolvimento, testes e documentação.

FinDKG

Data and Model implementation for paper: FinDKG: Dynamic Knowledge Graph with Large Language Models for Global Finance

ConformalImpact

Causal Impact but with MFLES and conformal prediction intervals

youtube-appendix

Resources for some of our education content

Do-Jupyter-Notebook-Pro-Deploy

Repositório central do segundo Workshop

scikit-churn

Exploring some issues related to churn

boosting-scorecards

Boosting scorecards

Batch-Serving-ML-Pipeline

create a robust, simple, effecient, and modern end to end ML Batch Serving Pipeline Using set of modern open-source/free Platforms/Tools

Recommendation-System-Using-LLMs

linear-discrimnants

Classification Using Linear Discriminant Functions and Boosting

streamlit-deploy-101

Um guia prático sobre como transformar seus notebooks Jupyter em aplicativos web interativos usando Streamlit. Destinado a cientistas de dados e entusiastas de Python, este repositório oferece um passo a passo para levar suas análises e visualizações para a web

crypto_forecast

Time Series Forecasting of Cryptocurrencies

aps-va-calibration

An attempt to improve APS conformal prediction method for multi-class problem by using VennABERS calibrators on the pre-trained model.