Weekly Machine Learning Opensource Roundup – Mar. 7, 2019

Examples

Neural MMO
A Massively Multiagent Game Environment

Business Machine Learning and Data Science Applications
A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Banking, Finance and Insurance, Customer, Employee, Legal, Management, Operations and Public matters.

Face Landmarking
Real time face landmarking using decision trees and NN autoencoders

Toolsets

Neural Network Intelligence
An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

Databolt Flow
Python library for building highly effective data science workflows

PlotJuggler
The timeseries visualization tool that you deserve

Synthea
Synthetic Patient Population Simulator

Models

DeepMatchVO
Implementation of ICRA 2019 paper: Beyond Photometric Loss for Self-Supervised Ego-Motion Estimation

tf_hyperbolic
Hyperbolic (Poincare, Lorentz) Embeddings for TensorFlow

TranX
A general-purpose neural semantic parser for mapping natural language queries into machine executable code

SiamMask
Fast Online Object Tracking and Segmentation: A Unifying Approach

OnlineMiningTripletLoss
PyTorch conversion of Triplet Loss and Online Triplet Mining

GP-GAN
DCGAN with Gradient Penalty

BERT on STILTs
BERT on Supplementary Training on Intermediate Labeled-data Tasks

Libraries

BLASjs (Basic Linear Algebra Subprograms)
Pure Javascript manually written implementation of BLAS, Many numerical software applications use BLAS computations, including Armadillo, LAPACK, LINPACK, GNU Octave, Mathematica, MATLAB, NumPy, R, and Julia.

ThunderSVM
A Fast SVM Library on GPUs and CPUs

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