Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

Solving random mazes with a Deep Q-Network.

Tracking the progress in NLG for task-oriented dialogue system (resources, code, and new frontiers etc.)

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)

Goal-Oriented Chatbot trained with Deep Reinforcement Learning

Task Complete chatbot

User Simulation for Task-Completion Dialogues

TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/understand tweets such as sentiment analysis, emoji prediction,…

Large datasets for conversational AI

Code accompanying the paper: Elena Ricciardelli, Debmalya Biswas. Self-improving Chatbots based on Reinforcement Learning. In proceedings of the 4th Multidisciplinary Conference on Reinforcement Le…

Synthetic occlusion of faces using hands, glasses, sunglasses, phones and eyepatches.

Using Machine Learning to Accelerate 3D Ultrasound Brain Imaging. ConvLSTM is trained to predict wavefields propagating to infinity.

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

CNN classification of images by weather conditions.