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Carlos Souza's Projects

bettertogether icon bettertogether

This app uses Machine Learning NLP/topic modeling/document similarity techniques to group OMSCS CS-6460 Fall 2018 students by interests based on their essays/writing assignments

gritbot icon gritbot

This project is a mobile AI chatbot assistant to develop growth mindset and grit, especially designed for OMSCS Education Technology class, Fall 2018.

hamiltorch icon hamiltorch

PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC)

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

news-crawler icon news-crawler

Newsletter crawler to clean articles and send to Kindle

numpyro icon numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

parse-mac-mail icon parse-mac-mail

This Python script scans through Mac mail folder and saves all email addresses into CSV file

pygments icon pygments

Pygments is a generic syntax highlighter written in Python

pyoai icon pyoai

The oaipmh module is a Python implementation of an "Open Archives$ Initiative Protocol for Metadata Harvesting"

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

requests-ip-rotator icon requests-ip-rotator

A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo-infinite IPs for web scraping and brute forcing.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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