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Rohitash Chandra's Projects

3s icon 3s

3S stands for Stream Sediment Samples

abc icon abc

Approximate Bayesian Computation

cmtl-prnn icon cmtl-prnn

Coevolutionary Multi-Task learning Predictive Recurrence Neural Network for Multi-Step Ahead Prediction

convnetjs icon convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

decomposedmcmc icon decomposedmcmc

Using Markov Chain Monte Carlo to adapt decomposed neural network components for time series prediction

ensemble_bnn icon ensemble_bnn

Ensemble Bayesian Feedforward Networks via MCMC Random-Walk

fnn_basic icon fnn_basic

Feedforward Neural Network: Basic implementation in Python

fnn_sgd icon fnn_sgd

Feedforward neural network with stochastic gradient descent

fnn_timeseries icon fnn_timeseries

Feedforward Neural Network (Stochastic Gradient Descent) for Time Series Prediction

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

ld_bnn_pc icon ld_bnn_pc

Langevin-Dynamics Bayesian Neural Network using MCMC for pattern classification.

ldmcmc_timeseries icon ldmcmc_timeseries

Bayesian Learning via Langevin Dynamics (LD-MCMC) for Feedforward Neural Network for Time Series Prediction

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