Alejandro Avella's Projects
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
Deep Learning Tutorial for Neuroscientists (using Keras and Tensorflow), created for the Methods in Computational Neuroscience Course of the Marine Biology Lab with Robert Yang (2018)
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Notes on how to get started with Deep Learning
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
Programming with chatbot as an aid using Python. Files created while following Deeplearning.ai Python course.
This repository contains implementations and illustrative code to accompany DeepMind publications
A replica of the AlphaZero methodology for deep reinforcement learning in Python
Django REST framework/React quickstart
Classifying doodles from Google's Quick Draw online game
Easy & Flexible Alerting With ElasticSearch
A deep learning method for event driven stock market prediction. Deep learning is useful for event-driven stock price movement prediction by proposing a novel neural tensor network for learning event embedding, and using a deep convolutional neural network to model the combined influence of long-term events and short-term events on stock price movements
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
The fastai deep learning library, plus lessons and and tutorials
A Google Colab notebook for the Fast Fourier Transform (FFT) algorithm written in Python.
An Android game that catches good words from users and gives positive feedback
A Android Java app to keep golf scores developed in October of 2014
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
Script for GoogleNews
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
A Java Hello World application
π€ Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."
Sample Interview questions written in Python
Sample interview questions with solutions in Python 3