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alfarias

alfarias.github.io

My Portfolio. Contact: [email protected]

awesome-kaggle-kernels

Compilation of good Kaggle Kernels.

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

cae

Convolutional Autoencoder (CAE) for biological signals processing.

cae_arrhythmia_classification

Convolutional Autoencoder used on my Master Degree Thesis.

circleci-training-koans

A set of puzzles to be completed to help familiarize yourself with CircleCI

customer-churn-prediction

Customer Churn Prediction using PyCaret.

digit-recognizer-catalyst-nvidia-apex

MNIST Digit Recognizer with PyTorch/Catalyst + AMP(NVIDIA/Apex)

ex-scrum_images

Armazenamento da imagem dos processos

framework-ga

Arcabouço de um Algoritmo Genético.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

ga_dilemadosprisioneiros

Projeto com o objetivo de buscar uma solução para o Dilema dos Prisioneiros através de Algoritmo Genético.

google_job_skills

learngo

1000+ Hand-Crafted Go Examples, Exercises, and Quizzes

ml-templates-python

Machine Learning Templates in Python.

news-classification-distilbert

Exploratory data analysis (EDA) and category classification of the news posted in HuffPost using the Headlines and Short Descriptions of these news.

nfl-injuries-analytics

NFL Injuries Analystics Competition on Kaggle.

pandasvault

Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).

production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

pycaret

An open-source, low-code machine learning library in Python

pyspark-cheatsheet

🐍 Quick reference guide to common patterns & functions in PySpark.

pyspark-movie-recommendation-system

Movie Recommendation System using The Movies Dataset on Kaggle.

rs-public-bids

Anomaly Detection on Public Bids.

scrum-process

Repositório destinado a modelagem do processo do Scrum para a matéria Tecnologia de Processos de Software.

sklearn-nature-inspired-algorithms

Nature-inspired algorithms for hyper-parameter tuning of Scikit-Learn models.

text-similarity-classification

Identify Text Sentences Similarity with Topic Modelling.

titanic_survivor_h2oautoml

From Kaggle competition Titanic: Machine Learning from Disaster: https://www.kaggle.com/c/titanic

ufc-1993-2019-with-catboost

Dataset with Historical data from UFC (1993-2019) scrapped from UFC website.