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python

Machine Learning Projects implemented in Python

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-1

All My Pytorch projects reside here

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

pytorch-atda

A PyTorch implementation for Asymmetric Tri-training for Unsupervised Domain Adaptation

pytorch-cpp

PyTorch C++ inference with libtorch

pytorch-explain-black-box

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

pytorch-gan

GAN model using PyTorch

pytorch-grad-cam

PyTorch implementation of Grad-CAM

pytorch-quaternion-neural-networks

This repository is an update to all previous repositories with an implementation of various Quaternion-valued Neural Networks in PyTorch

pytorch-siamfc

Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"

pytorch-smoothgrad

SmoothGrad implementation in PyTorch

pytorch-ssim

pytorch structural similarity (SSIM) loss

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-yolo2

Convert https://pjreddie.com/darknet/yolo/ into pytorch

qcce-quality-constrained-co-saliency-estimation

qlearningexample.torch

Implementation of a simple example of Q learning in Torch.

r-cnn_light

R-CNN_LIGHT

radio-transformer-networks

A PyTorch implementation of Radio Transformer Networks from the paper "An Introduction to Deep Learning for the Physical Layer".

ram

"Recurrent Models of Visual Attention" in TensorFlow

rcnn

R-CNN: Regions with Convolutional Neural Network Features

recurrent-attention-models-for-depth-based-person-identification

recurrent-visual-attention

A PyTorch Implementation of "Recurrent Models of Visual Attention"

reinforce

Simple reinforcement learning in Python.

reinforcement

Reinforcement Learning project for CS 188 (Machine Learning)

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

resnet-1k-layers

Deep Residual Networks with 1K Layers

retinex

Retinex Intrinsic Images in C++

rotnet

s2cnn

Spherical CNNs