Gabriel Przytocki's repositories
simpsons-classification
👶 Simpsons character classification using machine learning and image processing
casino-monte-carlo
🎰 A Monte Carlo Casino simulation
chatgpt-api
💬 An API integration for ChatGPT, accepting input files with prompts and personalized configurations
enron-graph-analysis
📩 Modeling the Enron dataset of emails using graphs
object-tracking
🥎 Object tracking with Python and OpenCV
real-time-fraud-detection
💳 A real-time machine learning approach for detecting fraudulent transactions in online payments
computer-science-pucpr
🧪 Collection of miscellaneous projects during my Computer Science Bachelor's degree at PUCPR
ml-from-scratch
🧶 A collection of Machine Learning algorithms implemented from scratch
problem-solving
🧩 Collection of miscellaneous problems, algorithms, competitive programming, among others topics
basic-mathematics-topics
🧉 Tópicos de matemática básica, cobrindo desde a matemática elementar até toda a matemática do ensino médio, com o adicional de estatística básica, limites e cálculo. Possui exemplos e aplicações em Python.
bezier-porsche-plotting
🏁 Plotting a Porsche using Bézier curves, lines and circumferences using matplotlib
book-depository
📚 Performing data crossing, merging and transformation, in order to answer some questions about the book depository dataset
classical-ml-ds-projects
🍷 A collection of classic Machine Learning projects using various techniques
data-manipulation-examples
🐼 Examples of data manipulations with numpy and pandas
data-science-bigdata-specialization-ufpr
🤺 A collection of projects, code snippets and notes during my Data Science & Big Data Specialization at UFPR
euromillions-jackpot
🎲 Randomized combination algorithm and Euromillions betting simulations
letter-frequency-lang-detection
🈯 A Machine Learning approach that detects the language of a text based on the frequency of each letter
license-plate-recognition
7️⃣ Image reading, component separation and plate recognition with and without machine learning
linear-programming
📏 Linear programming problems solved with PuLP
markdown-toc-generator
📌 A simple Markdown Table of Contents (TOC) generator
master-theorem-analysis
⌛ Applications of the master theorem in recurrence analysis
mathematics-for-machine-learning
🍝 Mathematics topics for Data Science and Machine Learning, such as Calculus, Multivariate Calculus, Linear Algebra, Vectorial Calculus, Taylor and Fourier Series, Differential Equations, Numerical Analysis, Optimization and so on
metropolitan-region-graph
🗾 Graph of the metropolitan region of Curitiba-PR with DFS and BFS examples, as well as Dijkstra's algorithm
modeling-of-physical-phenomena
🌪 Introduction to scientific computing with Python
pyro5-voter
🗳 Voter implemented to compute majority decision in distributed systems
sorting-complexity-analysis
⏰ Analysis of performance and complexity of sorting algorithms
ta-forecasting
🧬 Stock forecast based on technical analysis indicators, genetic algorithms and neural networks
vehicles-counting
Object detection and counting for vehicles with Open CV