nasimrahaman

SpectralBias

Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).

antipasti-tf

Antipasti-TF is a lightweight wrapper around Tensorflow for building convolutional neural networks with complex architechtures.

neural-interpreter

Implementation of a Neural Interpreter

darwin

Blackbox Optimization with Evolutionary Strategies.

A-Meta-Transfer-Objective-For-Learning-To-Disentangle-Causal-Mechanisms-1

Code for "A Meta Transfer Objective For Learning To Disentangle Causal Mechanisms"

CityGraph

Framework for representing a city (real or virtual) and moving around it.

covid_p2p_simulation

Simulator for COVID-19 spread

film

FiLM: Visual Reasoning with a General Conditioning Layer

Antipasti

Antipasti is a lightweight toolkit for building and training deep networks with Theano.

callisto

Tools to shorten the rope jupyter gives you to hang yourself.

corona-analysis

darts

Differentiable architecture search for convolutional and recurrent networks

DeepRL

Highly modularized implementation of popular deep RL algorithms in PyTorch

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gunpowder

Data loading DAG for Greentea.

gym-sokoban

Sokoban environment for OpenAI Gym

i.worldview.toar

Converting WorldView2 Digital Numbers to Spectral Radiance or Reflectance

InferSent

Sentence embeddings (InferSent) and training code for NLI.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

nasimrahaman.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

neurips2019_disentanglement_challenge_starter_kit

Starter Kit for the NeurIPS 2019 Disentanglement Challenge

paqman

Learning to play Pacman with Deep Q Learning.

pytemplate

Template Python-project

python_corona_simulation

An agent-based simulation of corona and other viruses in python

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

TensorFlow-Playground

Tensorflow Epiphanies for Theano Users

torch-deborker

Debork all the things!

TorchyMcDaskface

Dusk/Torch implementation of ilastik pixel classification

tracky-mctrackface

Fly tracking with Deep Q Learning

ucdp-ged-pytorch

PyTorch dataloaders for Uppsala Conflict Data Program Georeferenced Event Dataset