openskill.py
Data Flow Facilitator for Machine Learning (dffml)
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| openskill.py | Data Flow Facilitator for Machine Learning (dffml) | |
|---|---|---|
| 22 | - | |
| 241 | 240 | |
| 4.1% | 0.0% | |
| 7.3 | 9.1 | |
| 6 days ago | 5 days ago | |
| Jupyter Notebook | Python | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
openskill.py
- Show HN: Predict team ranks in sports and video games with openskill.py
- Predict how teams will rank in sports/video games using our rating system.
- I made a project with the ability to predict ranks of teams in a sports/video game match.
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Openskill: A patent-free alternative to TrueSkill
Linked is the Javascript library. There are also ports of this to Python, Kotlin, Lua, and Elixir.
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Predicting Overwatch Match Outcomes with 90% Accuracy
The new benchmark code can be found here.
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openskill.py VS trueskill - a user suggested alternative
2 projects | 30 Jan 2022
- openskill.py can now predict the winners of any game with 90% accuracy and faster than TrueSkill
Data Flow Facilitator for Machine Learning (dffml)
We haven't tracked posts mentioning Data Flow Facilitator for Machine Learning (dffml) yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
trueskill - An implementation of the TrueSkill rating system for Python
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Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
gym - A toolkit for developing and comparing reinforcement learning algorithms.
karateclub - Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
scikit-learn - scikit-learn: machine learning in Python
seqeval - A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
tensorflow - An Open Source Machine Learning Framework for Everyone
LightFM - A Python implementation of LightFM, a hybrid recommendation algorithm.
Keras - Deep Learning for humans