Andry Felix Rubio's starred repositories
ai-car-simulation
A simple self-driving AI car game, which uses NEAT.
server_face_recognition
Face recognition based on neural network and machine learning
Deep-Learning-Tinder
Simple Tinder algorithm able to swipe left and right based on the recommendations of a pre-trained deep neural network (Machine Learning).
machine-learning_zero-to-hero
Welcome to Machine Learning: Zero to Hero: From the fundamentals of machine learning to advanced techniques like regressions, classification, clustering, Neural Networks, OpenCV, Recommendation Engines and more, this Python-based repository provides a comprehensive guide for mastering ML.
Machine-Learning-from-Scratch
Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
neural-nets
Programming Assignments and Lectures for Geoffrey Hinton's "Neural Networks for Machine Learning" Coursera course
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
Machine-Learning-Flappy-Bird
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
have-fun-with-machine-learning
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
quant-trading
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
TradingGym
Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
AI-Financial-Analysis
A tool for extracting and analyzing a company's finances
NLP-Projects
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
openai-python
The official Python library for the OpenAI API
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
artificial-intelligence-for-trading
Content for Udacity's AI in Trading NanoDegree.
stockprice
Data and Notebook for the Stock Price Prediction Tutorial
HG_NeuralNetwork
Python code for Hacker's guide to Neural Networks - Andrej Karpathy blog