optapy
TFLearn
Our great sponsors
optapy | TFLearn | |
---|---|---|
2 | 2 | |
259 | 9,605 | |
0.8% | 0.0% | |
5.5 | 0.0 | |
7 months ago | 5 months ago | |
Java | Python | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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.
optapy
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A new Constraint Solver in Python for the vehicle routing problem (VRP), TSP, employee rostering, school timetabling, ...: OptaPy (open source)
We'll fix that. https://github.com/optapy/optapy/issues/22
TFLearn
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Beginner Friendly Resources to Master Artificial Intelligence and Machine Learning with Python (2022)
TFLearn – Deep learning library featuring a higher-level API for TensorFlow
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Base ball
Both the teams in a game are given their individual ID values and are made into vectors. Relevant data like the home and away team, home runs, RBI’s, and walk’s are all taken into account and passed through layers. There’s no need to reinvent the wheel here, there's a multitude of libraries that enable a coder to implement machine learning theories efficiently. In this case we will be using a library called TFlearn, documentation available from http://tflearn.org. The program will output the home and away teams as well as their respective score predictions.
What are some alternatives?
or-tools - Google's Operations Research tools:
Keras - Deep Learning for humans
scikit-learn - scikit-learn: machine learning in Python
tensorflow - An Open Source Machine Learning Framework for Everyone
VeRyPy - A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.
skflow - Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
SciKit-Learn Laboratory - SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.
NuPIC - Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
tfgraphviz - A visualization tool to show a TensorFlow's graph like TensorBoard