Projects in Awesome Lists by microprediction
A curated list of projects in awesome lists by microprediction .
https://github.com/microprediction/timemachines
Predict time-series with one line of code.
prediction prediction-algorithm predictions predictive-modeling time-series time-series-analysis timeseries timeseries-analysis timeseries-data timeseries-forecasting
Last synced: 13 Apr 2025
https://github.com/microprediction/microprediction
If you can measure it, consider it predicted
fbprophet filterpy hmmlearn kalman-filter keras nowcasting online-algorithms pmdarima time-series timeseries timeseries-analysis timeseries-clustering timeseries-data timeseries-database timeseries-forecasting timeseries-prediction tsfresh tslearn
Last synced: 13 Apr 2025
https://github.com/microprediction/precise
World beating online covariance and portfolio construction.
covariance-estimation covariance-matrix investment-portfolio portfolio
Last synced: 14 Apr 2025
https://github.com/microprediction/humpday
Elo ratings for global black box derivative-free optimizers
blackbox-optimization blackbox-optimizer derivative-free-optimization global-optimizers python-optimizer zeroth-order-optimization
Last synced: 12 Apr 2025
https://github.com/microprediction/timeseries-notebooks
Hello world univariate examples for a variety of time series packages.
time-series time-series-analysis time-series-forecasting time-series-prediction timeseries timeseries-analysis
Last synced: 10 Apr 2025
https://github.com/microprediction/winning
Inference of relative ability from winning probabilities
Last synced: 06 Apr 2025
https://github.com/microprediction/timeseries-elo-ratings
Elo ratings for time-series forecasting packages
Last synced: 26 Mar 2025
https://github.com/microprediction/optimizer-elo-ratings
Assigns Elo Ratings to Python Global Optimizers
Last synced: 04 Apr 2025
https://github.com/microprediction/monteprediction_colab_examples
Monte Carlo Submission Examples
Last synced: 26 Mar 2025
https://github.com/microprediction/microactors-causality
Examples of causality maps for time series driven by GitHub actions
Last synced: 26 Mar 2025
https://github.com/microprediction/gptprobe
For unmanned missions into GPT returning structured data
Last synced: 26 Mar 2025
https://github.com/microprediction/momentum
Running mean, variance, skew, and kurtosis
kurtosis mean online-learning skewness variance
Last synced: 26 Mar 2025
https://github.com/microprediction/pandemic
A 2d contagion model with commuting modeled as regime switching Ornstein-Uhlenbeck walks on the plane
Last synced: 26 Mar 2025
https://github.com/microprediction/embarrassingly
robust optimization
optimization optimization-algorithms robust-optimization robust-statistics
Last synced: 14 Apr 2025
https://github.com/microprediction/tuneup
Comparison of global optimization algorithms, including scipy, optuna, hyperopt, platypus, facebook-ax, pysot and others.
global-optimization global-optimization-algorithms optimization optimization-algorithms optimization-methods
Last synced: 26 Mar 2025
https://github.com/microprediction/randomcov
Generating random covariance matrices
Last synced: 26 Mar 2025
https://github.com/microprediction/timemachines-testing
Testing optimizers and time-series algorithms, and assigning them Elo ratings.
global-optimization global-optimization-algorithms optimizer optuna pysot time-series time-series-analysis timeseries timeseries-forecasting
Last synced: 17 Dec 2024
https://github.com/microprediction/autotds
Automatically generates "Towards Data Science" quality articles
Last synced: 26 Mar 2025
https://github.com/microprediction/microactors
Examples of scheduled jobs estimating copulas at www.microprediction.org
copula copula-entropy copula-models copulas timeseries timeseries-analysis timeseries-database timeseries-forecasting timeseries-prediction timeseries-sequence
Last synced: 26 Mar 2025
https://github.com/microprediction/microconventions
Conventions used at MicroPrediction.Org
Last synced: 26 Mar 2025
https://github.com/microprediction/monteprediction
Monte Prediction Utilities
Last synced: 26 Mar 2025
https://github.com/microprediction/timeseries-data
static benchmarking timeseries data
Last synced: 04 Apr 2025
https://github.com/microprediction/chattychattybangbang
Forcing ChatGPT to do its own QA, and other strategies.
Last synced: 26 Mar 2025
https://github.com/microprediction/martingale
Martingale puzzles to test heuristic filtering algorithms
Last synced: 10 Feb 2025
https://github.com/microprediction/offline
Demonstrates one pattern for offline estimation
Last synced: 26 Mar 2025
https://github.com/microprediction/barbell
Notes on the interpretation of a barbell bond portfolio
Last synced: 04 Apr 2025
https://github.com/microprediction/micromonte_colab_examples
Example colab notebooks to enter contest
Last synced: 17 Dec 2024
https://github.com/microprediction/rediz
Supporting community nowcasts at www.microprediction.org
nowcast nowcasting prediction timeseries timeseries-analysis timeseries-forecasting
Last synced: 26 Mar 2025
https://github.com/microprediction/schooled
Experiments in what NN's can learn, or not
Last synced: 04 Apr 2025
https://github.com/microprediction/csvsdataset
Dataset from multiple CSV files
Last synced: 01 Feb 2025
https://github.com/microprediction/marketstacker
Financial market data in pandas using marketstack API
Last synced: 04 Apr 2025
https://github.com/microprediction/foundationalprediction
Resources for foundational models adapted to time-series and other prediction tasks
Last synced: 04 Apr 2025
https://github.com/microprediction/automl-notebooks
Quick and dirty first pass analysis
Last synced: 04 Apr 2025
https://github.com/microprediction/successor
Predicts the next number in a sequence, or next k
Last synced: 17 Dec 2024
https://github.com/microprediction/endersnotebooks
Enders Game Notebook Examples
Last synced: 26 Mar 2025
https://github.com/microprediction/homogenize
Analytical formulas for survival in regime switching Orstein-Uhlenbeck processes
Last synced: 26 Mar 2025
https://github.com/microprediction/chess
Blitz and bullet chess ratings
chess elo-rating prediction timeseries timeseries-analysis timeseries-forecasting
Last synced: 04 Apr 2025
https://github.com/microprediction/predictionserver
Development version of microprediction server (not working yet)
Last synced: 04 Apr 2025
https://github.com/microprediction/correlationbounds
Tiny utility for correlation bounds by brute force
Last synced: 04 Apr 2025
https://github.com/microprediction/echochamber
Using an echo state network to enter a contest at microprediction.org
Last synced: 04 Apr 2025
https://github.com/microprediction/getjson
Very limited mini-package for retrieving JSON data with backoff and failover
Last synced: 26 Mar 2025
https://github.com/microprediction/microchat
Chatting with ChatGTP about microprediction
Last synced: 04 Apr 2025
https://github.com/microprediction/endersriver
Enders Game utilities that involve the river package
Last synced: 27 Mar 2025
https://github.com/microprediction/microstate
Standalone limited state storage for crawlers
Last synced: 04 Apr 2025
https://github.com/microprediction/microboards
Minimalist utilities for converting boring tables into nice looking leaderboards in various graph formats
Last synced: 04 Apr 2025
https://github.com/microprediction/ornstein
Related to a paper on ornstein-uhlenbeck processes
Last synced: 04 Apr 2025
https://github.com/microprediction/ratings
Elo ratings, and generalizations
Last synced: 04 Apr 2025
https://github.com/microprediction/learning
Just miscellaneous links for those looking to get up to speed on this and that
Last synced: 04 Apr 2025
https://github.com/microprediction/optimizer-notebooks
Hello world optimizer examples
Last synced: 04 Apr 2025
https://github.com/microprediction/microregistry
Registry of micro-managers in the nascent prediction web (not working yet)
Last synced: 04 Apr 2025
https://github.com/microprediction/microprediction-notebooks
Notebooks for microprediction
Last synced: 04 Apr 2025
https://github.com/microprediction/lottery
Package implementing various generalized lotteries
Last synced: 04 Apr 2025
https://github.com/microprediction/basis
Data processing and visualization tool
Last synced: 04 Apr 2025
https://github.com/microprediction/timemachine
Simple, pure function representations of popular time series packages.
Last synced: 04 Apr 2025
https://github.com/microprediction/runthis
Mini-package to make it trivial to track experiments
Last synced: 04 Apr 2025
https://github.com/microprediction/asymptote
Crowd based asymptotic value of live quantity
Last synced: 04 Apr 2025
https://github.com/microprediction/simplecsvdataset
Create torch datasets from multiple csv files
Last synced: 04 Apr 2025
https://github.com/microprediction/yahoofinanceasyncio
yahoo finance asyncio
Last synced: 04 Apr 2025
https://github.com/microprediction/pointy
New ways to evaluate point estimates for timeseries
Last synced: 04 Apr 2025
https://github.com/microprediction/threezaconventions
Minimalist conventions used at www.3za.org
Last synced: 04 Apr 2025
https://github.com/microprediction/microcrawler
Experimental next generation crawler
Last synced: 04 Apr 2025
https://github.com/microprediction/microrating
Fast algorithm for taking winning probabilities to ratings
Last synced: 04 Apr 2025
https://github.com/microprediction/microtutorial
microprediction stream creation tutorial
Last synced: 04 Apr 2025
https://github.com/microprediction/microfunctions
Utilities for creating microfunctions (reactive micromanagers)
Last synced: 04 Apr 2025
https://github.com/microprediction/popularity
Predict growth of time series repositories
Last synced: 04 Apr 2025