lberrada

ali-g_iclr-2020

PyTorch & Tensorflow implementations of the AliG algorithm

bn.pytorch

Implementation of batch-normalization for pytorch (temporary)

l4-optimizer

Code for paper "L4: Practical loss-based stepsize adaptation for deep learning"

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

waitGPU

Small Python library to automatically set CUDA_VISIBLE_DEVICES to the least loaded device on multi-GPU systems.

AIMS

Repository for the first year courses of Autonomous Intelligent Machines & Systems program

attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

GPflow

Gaussian processes in TensorFlow

InferSent

Sentence embeddings (InferSent) and training code for NLI.

jax_verify

Neural network verification in JAX

L4.pytorch

Implementation of the L4 algorithm in pytorch

Lasagne

Lightweight library to build and train neural networks in Theano

lberrada.github.io

Learning-Optimization

Code for IEOR 265 course

objax

pytfa

A Python 3 implementation of Thermodynamics-based Flux Analysis

python-ardrone

Python library for the AR.Drone

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

TensorComprehensions

A domain specific language to express machine learning workloads.

tensorflow

Computation using data flow graphs for scalable machine learning

Theano

Experimental new trunk - main trunk still on assembla

tnt

Simple tools for logging and visualizing, loading and training

XNOR-Net-PyTorch

PyTorch Implementation of XNOR-Net