Roberto Silveira's repositories
intents_uncertainty
Intent Detection classifier using uncertainty - MC Dropout from Yarin Gal paper
RL-Adventure
Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
bayesian_mixer_london_2017
Bayesian survival models in PyMC3: Bayesian Mixer London 2017 seminar
CapsNet
CapsNet (from "Dynamic Routing Between Capsules") implemented in pytorch.
deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
FastPhotoStyle
Style transfer, deep learning, feature transform
fastText
Library for fast text representation and classification.
gp_tutorial_pydata
PyData San Luis 2017 Tutorial: An Introduction to Gaussian Processes in PyMC3
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
MUSE
A library for Multilingual Unsupervised or Supervised word Embeddings
planet-client-python
Python client for Planet's API
Practical_RL
A course in reinforcement learning in the wild
pytorch-practice
Some example scripts on pytorch
pytorch-pretrained-BERT
A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.
sippycup
SippyCup is a simple semantic parser, written in Python, created purely for didactic purposes.
StarSpace
Learning embeddings for classification, retrieval and ranking.
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
WikiSQL
A large annotated semantic parsing corpus for developing natural language interfaces.