Tensorflow implementation of optimal transport (OT) with Sinkhorn algorithm.

TensorFlow implementation of an arbitrary order Factorization Machine

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…

Tracking the impact of COVID-19 in India

A comprehensive Data and Text Mining workflow for submissions and comments from any given public subreddit.

📈 Adaptive: parallel active learning of mathematical functions

Python library for working with kernel methods in machine learning

A highly efficient implementation of Gaussian Processes in PyTorch

A Python implementation of global optimization with gaussian processes.

Estimation of direction of arrivals (DOA) using the MUSIC algorithm

QFC is short for Quick Functional C

Demonstration Code snippets for JavaScript Capabilities

A simple 3D Graphics Engine Based on LWJGL OpenGL bindings for Java

👀 Visualization for SciPy sparse matrices.

Calculate the steady state distribution of a discrete Markov chain in Python.

A collection of various deep learning architectures, models, and tips

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Predicting Overall Rating for FIFA2019 Dataset using only Regression based techniques. RMSE = 0.11

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Strange behaviour of distance metrics in high dimensions

Bit-torrent client implementation in GOOOOOOO

Python module for loading and saving data in the Matlab (TM) MAT-file format

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Imaging, analysis, and simulation software for radio interferometry

Human Activity Recognition UCI Dataset, final score 0.97196

This repository contains codes and project report for Indoor Scene Recognition project implemented using CNN in MATLAB.

The Places365-CNNs for Scene Classification

Deep Learning for audio and text