murilogustineli/Survey-Activation-Functions

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murilogustineli/Survey-Activation-Functions

murilogustineli

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Repo for storing content on my survey paper about Activation Functions on Deep Neural Networks

linear-algebra

Python code for the Linear Algebra course by Mike X Cohen

Jupyter Notebook

dsa-specialization-ucsd

Repo for tracking my progress in the Data Structure and Algorithms specialization course

leetcode

Repo for storing my progress in solving LeetCode programming problems

machine-learning-by-stanford

Repo for storing notes from Andrew Ng's Machine Learning course on Coursera

Jupyter Notebook

DSA-Python-Book

Repo for storing my solutions for the exercises in the Book "Data Structures and Algorithms in Python" by Goodrich, Tamassia, and Goldwasser

Jupyter Notebook

fast.ai

Deep Learning for Coders with fastai and PyTorch: AI Applications Without a PhD - the book and the course

Jupyter Notebook

machine-learning

Repo for storing and tracking my self-study progress in Machine Learning

Jupyter Notebook

apartment-forecast-prophet

Forecasting apartment prices using Prophet, a procedure for forecasting time series data

Jupyter Notebook

Amazon-Alexa-NLP

Analyzing Amazon Alexa reviews using Natural Language Processing.

Jupyter Notebook

HackerRank

Repo for storing and tracking my problem-solving skills and progress

Jupyter Notebook

simplif.ai

Repo for storing all content from the Simplif.ai training at Insight

murilogustineli

Config files for my GitHub profile.

math-for-ml

Mathematics for Machine Learning and Data Science specialization on Coursera

Jupyter Notebook

Titanic-Classification

Using machine learning concepts to analyze the Titanic dataset and predict survival rate with 93% accuracy

Jupyter Notebook

MNIST-PyTorch

Implementing a deep CNN using PyTorch on the MNIST dataset

Jupyter Notebook

scalable-RWKV

How small language models can go: An RWKV Story

MIT-6.0001

Repo for storing my solutions to the problem sets of the course 6.0001 at MIT - Introduction to Computation and Programming Using Python.

Jupyter Notebook

PySpark

PySpark cheat sheet with code samples covering the basics like initializing Spark in Python, loading and reading data, creating DataFrames, sorting data, and repartitioning

databricks

Code reference for starting with Databricks

bear-classifier

Image classifier that identifies grizzly, black, and teddy bears

Jupyter Notebook

Business-Intelligence

Research project on predicting crimes in Chicago using SQL and Python.

CS50-Final-Project

Analyzed, designed and implemented an information system using Python and SQL that included application flow, interface, database design, project fulfillment estimation, and final system presentation.

Jupyter Notebook

wordle

Python program to play wordle

Jupyter Notebook

housing-prices-kaggle

Repo for storing my ML models and submissions for the Housing Prices Competition on Kaggle

Jupyter Notebook

hyper-tuning

using scikit-learn GridSearchCV and Pipelines for ML hyperparameter tuning

Jupyter Notebook

omscs-conference-2024

material for the OMSCS conference 2024

data

Datasets for machine learning

CS7646-ML4T

Repo dedicated to CS 7646 - Machine Learning for Trading at Georgia Tech

computer-vision-demo

Practical implementation of image classification with PyTorch using Fashion MNIST dataset

Jupyter Notebook

deep-learning

deep learning specialization on Coursera