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Vivek Kumar's Projects

gcca icon gcca

Generalized Canonical Correlation Analysis

gcp_ml icon gcp_ml

google cloud machine learning engineer

gluon-ts icon gluon-ts

GluonTS - Probabilistic Time Series Modeling in Python

go icon go

The Open Source Data Science Masters

gp-vae icon gp-vae

TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155

gru-d icon gru-d

GRU-D, a GRU-based model with trainable decays for multivariate time series classification with missing values/irregular samplings

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.

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

idx2numpy_array icon idx2numpy_array

Convert data in IDX format in MNIST Dataset to Numpy Array using Python

learning-styles-prediction icon learning-styles-prediction

The objective of this study is to predict learners’ learning styles based on their learning traces. we analyzed data collected from the edX course “Statistical Learning" session Winter 2015 and Winter 2016), administered via Stanford’s Logunita platform

lstnet icon lstnet

A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper

lstnet-gluon icon lstnet-gluon

Time-series prediction with LSTNet in Apache MXNet Gluon

luminol icon luminol

Anomaly Detection and Correlation library

matlab_iterativeinputselection_with_rtree-c icon matlab_iterativeinputselection_with_rtree-c

The MATLAB_IterativeInputSelection toolbox is a MatLab implementation of the Iterative Input Selection (IIS) algorithm proposed by Galelli and Castelletti (2013). The underlying model (i.e. Extremely Randomized Trees) are implemented in a more computationally efficient code.

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