Tools

Released tools

• Torch contributions
  • 2017-RL PyTorch: A RL simple package for PyTorch and OpenAI Gym (approx 150 stars on GitHub).
  • 2016-2017-Participation to the development of the PyTorch Platform (Deep Learning) developed by Facebook AI Research.
  • 2016-RLTorch: A RL simple package for Torch and OpenAI Gym (approx 50 stars on GitHub).
• Computer vision
  • 2017 – FaderNetworks (NIPS 2017) — work in collaboration with Facebook Research
  • 2017 – MUTAN: Multimodal Tucker Fusion for Visual Question Answering (ICCV 2017)
  • 2017 – Pretrained computer vision models for Pytorch
• Natural language processing – information retrieval
  • 2017 – Semantic embedding evaluation platform (word similarity, concretness, feature norm prediction)
  • 2015-BIOASQ challenge platform. BIOASQ was a EU project (2012-2014) – MLIA was in charge of developing the evaluation platform for the project. The platform is still active and challenges are organized every year from 2013 to 2017.
• Social network
  • 2014-Learning Social Network Embeddings for Predicting Information Diffusion – (WSDM 2014) (approx 25 stars on Github).
• Experiment manager and datasets
  • 2017 – Experimaestro: Experiment manager based on a server that contains a job scheduler
  • 2017 – Dataset manager