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Shubham Pachori's Projects

empca icon empca

Principal Component Analysis (PCA) for Missing and/or Noisy Data

enas icon enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

enas-pytorch icon enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing" (in progress)

encoder-decoder icon encoder-decoder

Encoder-decoder model with attention (Luong), with two LSTM layers with 500 hidden units on both encoder and decoder side. The vocabulary size on both source (english) and target side (Dutch) is 50000. The model is trained on the train part of the TED dataset (https://wit3.fbk.eu/mt.php?release=2017-01-trnmted), maximum sequence length 50.

energy-management icon energy-management

Implementation of energy management strategies for a microgrid in islanded and connected mode

energy-weather-modelling icon energy-weather-modelling

Use of time series modelling tools including ARIMA, LSTM, and Monte Carlo simulation to model electricity consumption, rainfall and temperature data.

enet icon enet

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

enet-keras icon enet-keras

A keras implementation of ENet (work in progress)

english-words icon english-words

:memo: A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion

ensai icon ensai

estimating parameters of strong gravitational lenses with convolutional neural networks

ensemble-models-majority-vote-sls icon ensemble-models-majority-vote-sls

A Python framework for building majority vote and standard linear stacking (SLS) ensemble models. As an example, ensemble models are built to classify flower species of the Iris dataset. The models in the ensembles are a support vector machine (SVM), random forest, and k nearest neighbor.

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