microprediction/timeseries-notebooks microprediction/timeseries-notebooks

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    56
  • Rank 530,104 (Top 11 %)
  • Language
    Jupyter Notebook
  • License
    MIT License
  • Created almost 4 years ago
  • Updated 2 months ago
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microprediction/timeseries-notebooks
github

microprediction

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Repository Details

Hello world univariate examples for a variety of time series packages.

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Inference of relative ability from winning probabilities
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m6

M6-Forecasting competition
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optimizer-elo-ratings

Assigns Elo Ratings to Python Global Optimizers
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timeseries-elo-ratings

Elo ratings for time-series forecasting packages
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monteprediction_colab_examples

Monte Carlo Submission Examples
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m6entry

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microactors-causality

Examples of causality maps for time series driven by GitHub actions
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muid

Memborable Unique Identifier
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building_an_open_ai_network

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momentum

Running mean, variance, skew, and kurtosis
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15

embarrassingly

robust optimization
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16

pandemic

A 2d contagion model with commuting modeled as regime switching Ornstein-Uhlenbeck walks on the plane
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17

tuneup

Comparison of global optimization algorithms, including scipy, optuna, hyperopt, platypus, facebook-ax, pysot and others.
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18

gptprobe

For unmanned missions into GPT returning structured data
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19

offline

Demonstrates one pattern for offline estimation
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20

firstdown

NFL first down strategy
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microactors

Examples of scheduled jobs estimating copulas at www.microprediction.org
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22

home

home page of sorts
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23

microconventions

Conventions used at MicroPrediction.Org
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24

midterms

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25

timemachines-testing

Testing optimizers and time-series algorithms, and assigning them Elo ratings.
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26

timeseries-data

static benchmarking timeseries data
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monteprediction

Monte Prediction Utilities
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28

schooled

Experiments in what NN's can learn, or not
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29

csvsdataset

Dataset from multiple CSV files
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30

diffracting

Diffracting probability
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31

chattychattybangbang

Forcing ChatGPT to do its own QA, and other strategies.
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32

curiouskids

questions for kids
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33

rediz

Supporting community nowcasts at www.microprediction.org
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34

barbell

Notes on the interpretation of a barbell bond portfolio
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35

autotds

Automatically generates "Towards Data Science" quality articles
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36

awesome-python-benchmarks

Benchmarking for python analytic packages
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37

successor

Predicts the next number in a sequence, or next k
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38

predictionserver

Development version of microprediction server (not working yet)
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1
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39

marketstacker

Financial market data in pandas using marketstack API
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40

chess

Blitz and bullet chess ratings
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41

realdata

Simple real time series data
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42

diffraction

Diffracting probability
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43

helicopter

Helicopter Julia Challenge
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44

automl-notebooks

Quick and dirty first pass analysis
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45

echochamber

Using an echo state network to enter a contest at microprediction.org
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46

awesome-hype

Listing of repositories for independent benchmarking and debunking
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47

getjson

Very limited mini-package for retrieving JSON data with backoff and failover
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48

correlationbounds

Tiny utility for correlation bounds by brute force
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