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lalapo's Projects

sdn-ryu-vlan icon sdn-ryu-vlan

Code repository of the OpenFlow based Software Defined Networking application built on the RYU controller. The RYU controller is based on OpenFlow 1.3 and interacts with switches running OpenvSwitch 1.2. For simplicity, it is assumed that the topology and the required VLAN configuration (for each switch) is known priory and therefore no topology discovery is carried out in this application.The RYU application is tested for 3 types of networks:A VLAN-Only linear (2 Switch-4 Host) topology ,A VLAN-only topology containing multiple switches and trunk lines and lastly a hybrid network with VLAN aware and Non-VLAN aware switches. The application has been developed such that it is scalable with higher number of nodes and compatible with any kind of VLAN configuration.

soft-q-learning icon soft-q-learning

discrete soft Q learning(SQL) and soft Q imitation learning(SQIL) implementation in pytorch, simple!

ssip-classification-of-plantvillage-dataset icon ssip-classification-of-plantvillage-dataset

We use dataset of Hughes et al. available on https://github.com/spMohanty/PlantVillage-Dataset. The architecture is different then theirs and we are only classifying among same type of plant images.

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

td3 icon td3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

tf-pose-estimation icon tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

tortilla icon tortilla

Swiss Army Knife for Image Classification using Deep Neural Networks

ttos icon ttos

Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training

yad2k icon yad2k

YAD2K: Yet Another Darknet 2 Keras

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