alxsoares Goto Github PK

followers: 36.0 following: 194.0 repos: 455.0 gists: 3.0

Name: Alex Soares

Type: User

Company: Google

Bio: Computer Engineer working with Machine Learning applied to all kinds of solutions to hard problems.

Location: United States

Blog: https://www.linkedin.com/in/alexcostasoares/

Alex Soares's Projects

ctr

Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.

d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

data-science-r

R code and documentation for "Introduction to Data Science" by Jeffrey Stanton

decision-trees

Python code and data set used in the post "Decision Trees and Political Party Classification"

deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-boot-camp

A community run, 5-day PyTorch Deep Learning Bootcamp

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deep_q_rl

Theano-based implementation of Deep Q-learning

deepgenerativemodels

Deep Latent Generative Models in Edward/Tensorflow

deeplearning_financial

Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepneuroevolution

Evolving deep neural network agents using Genetic Algorithms

demonhunter_exploitkit

Source code to the Malicious Demon Hunter Exploit Kit

depth-breadth-first-search

Python code used in the post "Depth- and Breadth-First Search"

detectingfacesfrommegbrainactivity

Detecting Faces From Meg Brain Activity

diablohorn

Projects and POCs

distributed-trie

Distributed Trie library written in Ruby.

dl-to-rank

Learning to Rank with Deep Neural Networks

dmtk

Microsoft Distributed Machine Learning Toolkit

drifr

Decomposite Recentered Influence Function using R

dsalgo

www.dsalgo.com Data structure and algorithms interview questions and answers with complete java code for top level companies like google, microsoft, amazon and Facebook.

dsanet

Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

dubins-curves

Path generation for the Dubin's car

dwite-programming-contest-solutions

Official contest page: http://dwite.ca/

alxsoares Goto Github PK

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