Multivariate imputation and matrix completion algorithms implemented in Python

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustne…

Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers)

Probabilistic reasoning and statistical analysis in TensorFlow

Sequence modeling benchmarks and temporal convolutional networks

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Siamese and triplet networks with online pair/triplet mining in PyTorch

A technical report on convolution arithmetic in the context of deep learning

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

Dilated Convolution for Semantic Image Segmentation

Dilated Residual Networks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

Neural Decomposition Code for Time Series

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

Neaural Decomposition (ND)

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

A TensorFlow implementation of "Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier", ICML 2017.

Make huge neural nets fit in memory

Neural Machine Translation Framework in PyTorch

C++ code to help assign papers to reviewers, area chairs, etc in conferences like NIPS.

Python module to perform under sampling and over sampling with various techniques.