locussam's repositories

2018-MachineLearning-Lectures-ESA

Machine Learning Lectures at the European Space Agency (ESA) in 2018

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acl18_results

Code to reproduce results in our ACL 2018 paper "Did the Model Understand the Question?"

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aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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apex

A PyTorch Extension

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BIRADS_classifier

High-resolution breast cancer screening with multi-view deep convolutional neural networks

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bismo

BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing

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blazeit

Its BlazeIt because it's blazing fast

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carla

Open-source simulator for autonomous driving research.

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DALI

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

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darts

Differentiable architecture search for convolutional and recurrent networks

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Data-Augmentation-For-Wearable-Sensor-Data

A sample code of data augmentation methods for wearable sensor data (time-series data)

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DeepSpectralClusteringToy

PyTorch implementation of Deep Spectral Clustering paper on a toy dataset

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DensePose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

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DETAD

This repository is intended to hosts the diagnosis tool for analyzing temporal action localization algorithms.

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Effective-Quadratures

Suite of tools for polynomial approximations

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espnet

End-to-End Speech Processing Toolkit

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graphsage-simple

Simple reference implementation of GraphSAGE.

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

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PerceptualSimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

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pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

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pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

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realtime_object_detection

Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV. No Bugs No Worries. Enjoy!

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Relation-Networks-for-Object-Detection

Relation Networks for Object Detection

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rsis

Recurrent Neural Networks for Semantic Instance Segmentation

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scalable_agent

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

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scanner

Efficient video analysis at scale

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splatnet

SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)

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tutorials-1

Tutorials for using ONNX

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