David Verstraete's repositories
adversarial-variational-bayes
A Keras/TensorFlow-based implementation of Adversarial Variational Bayes by L. Mescheder et al.
AI-ML-Examples
Notebook examples showcasing AWS AI/ML services
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
Deep_reinforcement_learning_Course
Notebooks from our series of blogpost about Deep Reinforcement Learning
eht-imaging
Imaging, analysis, and simulation software for radio interferometry
google-images-download
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
images-scraper
Simple and fast scraper for Google/Bing images using Nightmare and Request
keras-attention-mechanism
Attention mechanism Implementation for Keras.
moniel
Interactive Notation for Computational Graphs
Predictive-Maintenance-using-LSTM
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
Reliability-Engineering
Reliability Engineering
seq2seq-signal-prediction
Signal prediction with a seq2seq RNN model in TensorFlow
Spoken-language-identification
Spoken language identification with deep learning
structuredinference
Structured Inference Networks for Nonlinear State Space Models
Tensorflow-101
TensorFlow Tutorials
tensorflow-lstm-regression
Sequence prediction using recurrent neural networks(LSTM) with TensorFlow
Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
TensorVision
A simple toolkit to easily apply image classification networks to your data.
tf-wgan
Wasserstein DCGAN in Tensorflow/Keras
vmp-for-svae
Variational Message Passing for Structured VAE (Code for ICLR 2018 paper)
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.