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Introduction to Machine Learning with Time Series at PyData Festival Amsterdam 2020
NeuralProphet: A simple forecasting package
MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.
A game theoretic approach to explain the output of any machine learning model.
Actively curated list of awesome BI tools. PRs welcome!
🏆 🏆 Top-1 Submission to CORSMAL Challenge 2020 (at ICPR). The winning solution for the CORSMAL Challenge (on Intelligent Sensing Summer School 2020)
Material for SF ACM Chapter talk on 10/28
Hastic data management server for analyzing patterns and anomalies from Grafana
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
List of tools & datasets for anomaly detection on time-series data.
Lime: Explaining the predictions of any machine learning classifier
Fast and flexible physics-based battery models in Python
Source code for "Bi-modal Transformer for Dense Video Captioning" (BMVC 2020)
Simulation of an N by M chessboard with K queens such that no queen defeats another using Simulated Annealing
Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.
♾ A Graph Visualization Framework in JavaScript.
PyTorch implementation of Multi-modal Dense Video Captioning (CVPR 2020 Workshops)
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
Репозиторий для разработки алгоритмов поиска научной информации
A robust & multipurpose Graph object for JavaScript & TypeScript.
Reproduce "Regional population structures at a glance"
Demographic burden of covid19 in Russian regions
Build, process and analyze graphs in JavaScript (port of NetworkX)
A map showing the current spread of the Coronavirus disease (COVID-19) outbreak in Finland
Neo4j + vis.js = neovis.js. Graph visualizations in the browser with data from Neo4j.
The ultimate survival kit for Ph.D. students at Tampere University