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The Top 13 Information Gain Open Source Projects

Open source projects categorized as Information Gain
Categories > Information Gain
Aika ⭐ 61
AIKA is a new type of artificial neural network designed to more closely mimic the behavior of a biological brain and to bridge the gap to classical AI. A key design decision in the Aika network is to conceptually separate the activations from their neurons, meaning that there are two separate graphs. One graph consisting of neurons and synapses representing the knowledge the network has already acquired and another graph consisting of activations and links describing the information the network
total releases 37most recent commit a day ago
Cvae_exploration_planning ⭐ 24
Learning informed sampling distributions and information gains for efficient exploration planning.
most recent commit 5 months ago
Artificial_curiosity ⭐ 12
Adaptive Reinforcement Learning of curious AI basketball agents
most recent commit 5 years ago
Text Classification ⭐ 7
In this project, we used 3 different metrics (Information Gain, Mutual Information, Chi Squared) to find important words and then we used them for the classification task. We compared the result at the end.
most recent commit 5 years ago
Qsl ⭐ 4
q statistical learning
most recent commit 2 years ago
Decision Ex ⭐ 1
My first attempt at Elixir, a basic implementation of decision trees.
most recent commit 5 years ago
Machine_learning_on_prostate_cancer ⭐ 1
Applying different machine learning algorithms on PCGA Prostate Cancer Gene Dataset for Feature Selection, Dimensional Reduction and Classification and Regression
most recent commit 4 years ago
Id3 ⭐ 1
Visualisation for id3 classification algorithm.
most recent commit a year ago
Classic Ml ⭐ 1
Implementation of classic machine learning concepts and algorithms from scratch and math behind their implementation.Written in Jupiter Notebook Python
most recent commit 9 months ago
German Credit Data ⭐ 1
Experimental classification algorithms on german credit data implemented using scikit-learn library
most recent commit 4 years ago
Project1 Decision Trees ⭐ 1
Implementing your own decision tree algorithms and applying them to real world data!
most recent commit 5 years ago
Project Uranus ⭐ 1
IUB CSE 425 (Artificial Intelligence)
most recent commit 3 years ago
Ml A01 Decision Trees ⭐ 1
Implementation of Decision Tree using two heuristics for Assignment 01 of the course CS6375: Machine Learning.
most recent commit 4 years ago
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