Marco Tavora's repositories
deep-learning
Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data using Long Short-Term Memory recurrent neural networks (LSTMs) and a tutorial explaining how to build two types of neural network using as input the MNIST dataset, namely, a CNN using Keras and a fully-connected network using TensorFlow.
supervised-machine-learning
This repo contains regression and classification projects. Examples: development of predictive models for comments on social media websites; building classifiers to predict outcomes in sports competitions; churn analysis; prediction of clicks on online ads; analysis of the opioids crisis and an analysis of retail store expansion strategies using Lasso and Ridge regressions.
natural-language-processing
This repo contains my natural language processing projects including the use of neural language models for text generation based on Spinoza's works and a sentiment analysis "in reverse" applied to movie reviews.
website-publications-and-data-science-portfolio
This is a list of my published works. For more details check my Google Scholar profile.
awesome-deep-reinforcement-learning-in-finance
🔬 A collection for those AI (RL / DL / SL / Evoluation / Genetic Algorithm) used in financial market. otherwise, we add Technology Analysis / Alpha Research / Arbitrage and other useful strategies tools & docs in quantitative finance market.
industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries.
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
open-quant-live-book
An open source hands-on introductory book to learn quantitative finance and its multiple facets.
Time-Series-and-Financial
Time series and Financial analysis in python
100-days-of-code
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
AI_in_Finance
This is the code for "AI in Finance" By Siraj Raval on Youtube
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
arxiv-style
A Latex style and template for paper preprints (based on NIPS style)
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
data-science-from-scratch
code for Data Science From Scratch book
python-scripts
Collection of Python scripts
awesome-php
A curated list of amazingly awesome PHP libraries, resources and shiny things.
Best-README-Template
An awesome README template to jumpstart your projects!
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
electron-markdownify
:closed_book: A minimal Markdown editor desktop app
HackerRank
Hacker Rank solutions
reveal.js
The HTML Presentation Framework
size-limit
Calculate the real cost to run your JS app or lib to keep good performance. Show error in pull request if the cost exceeds the limit.