cdcsai

Online_Multi_Task_Learning

Implementation of the paper Online Multi-Task Learning for Policy Gradient Methods (2014)

Parallel-RecSys

Implementation of the article Hogwild!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent (2011)

Background_Substraction_CS

Implementation of the paper Compressive Sensing for Background Substraction from Cevher & Al (2008)

Deep_Learning_GPU_CUDA

Implementation of a simple C neural network optimised for GPU computing using CUDA

VAE_Based_Music_Generation

Implementation of a fully connected Variational Auto-Encoder in Keras for Image and Music Generation

Variance_Reducing_Stochastic_Methods

Implementation of the paper Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods, Gower, Le Roux and Bach (2018)

bagging_research

bert

DeepSpeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

fastText

Library for fast text representation and classification.

full_stack_ca

Imitation_Learning

Implementation and Comparison of the papers Efficient Reductions for Imitation Learning, Ross (2010) & A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning, Ross(2011)

Poincare_Embeddings

Implementation of the article Poincaré embeddings for learning hierarchical representations Nickel & Kiela (2017)

wav2letter

Facebook AI Research's Automatic Speech Recognition Toolkit