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Bruno S Rodrigues brusangues

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Curso do Andrej Karpathy:
https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ
Curso do Andrew NG no Coursera:
https://www.coursera.org/learn/neural-networks-deep-learning?specialization=deep-learning
É possível se cadastrar como ouvinte e acompanhar todo o material de graça, com exceção dos exercícios e provas.
Vídeos do curso no youtube:
https://www.youtube.com/playlist?list=PLkDaE6sCZn6Ec-XTbcX1uRg2_u4xOEky0
@brusangues
brusangues / decision_trees.ipynb
Last active June 13, 2025 12:24
decision_trees.ipynb
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brusangues / optuna.ipynb
Created April 7, 2025 11:47
optuna.ipynb
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brusangues / preprocessing.ipynb
Last active March 20, 2025 12:25
preprocessing.ipynb
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brusangues / metricas-e-kfold.ipynb
Created February 21, 2025 16:59
metricas-e-kfold.ipynb
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brusangues / telegram_bot.py
Created February 8, 2025 13:10
Bot do telegram para interagir com llms locais.
# pip install python-telegram-bot
import os
import traceback
from telegram import Update
from telegram.ext import (
Application,
CommandHandler,
CallbackContext,
MessageHandler,
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brusangues / clusteriza-o.ipynb
Created February 7, 2025 03:46
clusterização.ipynb
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brusangues / rag_faiss.py
Created January 29, 2025 01:19
Sistema simples de RAG local utilizando modelos que rodam em gpus de no mínimo 2GB de VRAM.
# Requirements
# jupyter
# langchain
# langchain-community
# langchain-text-splitters
# langchain-huggingface
# langgraph
# huggingface_hub[cli]
# transformers >= 4.43.0
# pandas
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brusangues / ridge_vs_lasso.ipynb
Last active January 27, 2025 17:29
ridge_vs_lasso
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brusangues / 21_06_07-lstm-si.ipynb
Created July 13, 2022 14:19
21_06_07 LSTM SI.ipynb
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