learning-algorithms

Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.

machine-learning tensorflow neuroscience recurrent-networks neural-networks cognitive-science learning-algorithms credit-assignment predictive-coding biological-neural-networks local-learning brain-inspired-computing forward-forward forward-learning forward-pass-learning predictive-forward-forward

UpdatedApr 2, 2023
Python

amassivek /signalpropagation

Star55

Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)

machine-learning deep-learning neural-network pytorch artificial-intelligence neural-networks spiking-neural-networks learning-algorithms signal-propagation spiking-networks biological-neural-networks local-learning forward-forward forward-pass forward-learning forward-pass-learning sigprop

UpdatedMar 24, 2023
Python

LanguageMachines /timbl

Star53

TiMBL implements several memory-based learning algorithms.

c-plus-plus machine-learning classification learning-algorithm knn decision-tree learning-algorithms timbl ib1 igtree k-nearest-neighbours nearest-neighbours ib1-ig

UpdatedNov 29, 2025
C++

JeffMv /Lofea

Star37

Lottery analysis + features for use in Machine Learning algorithms

python prediction draw supervised-learning lottery lottery-game learning-algorithms lotteries lottery-draw play-tickets

UpdatedMar 13, 2021
Python

asreview /asreview-covid19

Star30

Extension that adds Covid-19 related datasets to ASReview

python plugin machine-learning dataset preprints papers learning-algorithms systematic-reviews utrecht-university coronavirus covid-19 covid19-data cord-19 cord-19-dataset asreview

UpdatedApr 2, 2022
Python

michaelmendoza /learning-tensorflow

Star18

Simple Tensorflow tutorials for learning by example

python tutorial deep-learning neural-network tensorflow example keras mnist-classification segmentation keras-tutorials convolutional-networks fft unet tensorflow-tutorial learning-algorithms cifar10 keras-tensorflow fourier-transform learning-tensorflow tensorflow2

UpdatedAug 4, 2022
Jupyter Notebook

cortical-team /neko

Star18

deep-learning learning-algorithms neuromorphic-computing

UpdatedOct 15, 2021
Python

BVPKARTHIKEYA /A.N.D-DATASCIENCE-AND-ML-INTERNSHIP

Star17

this repository contains the details of major and minor projects provided by A.N.D Company

learning data-science ml artificial-intelligence learning-algorithms

UpdatedOct 28, 2025

CogComp /lbjava

Star13

Learning Based Java (LBJava)

machine-learning feature-extraction learning-algorithms

UpdatedJul 1, 2022
Java

A repo holding the implementation as well as some theoretical explanation of the important relevant concepts. It is going to be in development for a long long time. I'll keep adding things everytime I have something to add to it, and I have the time for it. One can use it to learn the basics of Machine Learning from kind of scratch.

linear-regression regression linear reinforcement-learning-algorithms recall logistic-regression variance gradient-descent learning-algorithms bias mini-batch supervised-machine-learning unsupervised-machine-learning logistic-regression-algorithm bias-variance-trade recall-precision

UpdatedOct 2, 2021
Jupyter Notebook

themech /Machine-Learning-Coursera-Tensorflow

Star6

Use Tensorflow and NumPy to implement these basic ML models and learning algorithms from Coursera ML course

python machine-learning tensorflow numpy coursera learning-algorithms

UpdatedApr 7, 2018
Python

makavelj /CLA

Star5

Implementation of Compression and Learning Algorithms

python bootstrap machine-learning compression entropy random-forest bzip2 huffman-coding lz77 pattern-recognition decision-trees learning-algorithms principal-component-analysis clustering-algorithm burrows-wheeler-transform boosting vector-quantization shannon-fano-algorithm lzw-algorithm bagged-trees

UpdatedJan 11, 2021
Python

ajaytanwani /Semi_Tied_GMMs-HMMs

Star5

robotics clustering gaussian-mixture-models datasets hidden-markov-model learning-algorithms

UpdatedDec 22, 2016
MATLAB

RohitRathore1 /Repo-2020

Star4

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford University, MIT, UC Berkeley. And an intent classifier which can classifies a query into one of the 21 given intents.

nlp tensorflow julia keras deep-reinforcement-learning stanford-university cnn pytorch ode rnn machinelearning deeplearning unsupervised-learning pde learning-algorithms visual-recognition meta-learning linearregression intent-classification multitask-learning

UpdatedJul 29, 2020
Jupyter Notebook

Yurlungur /lagrange-interpolation

Star4

Library for Lagrange Interpolation

interpolation scientific-computing learning-algorithms

UpdatedApr 15, 2017
C

rubenandrebarreiro /fct-nova-machine-learning-labs

Star3

🧠 💡 🤖 Projects based in Machine Learning Labs. This projects was built using Jupyter Notebook, iPython, Python, Anaconda, Spyder IDE and JetBrains PyCharm. This repository it's based in some practical lab exercises and examples related with Machine Learning, using some libraries like NumPy, Matplotlib, SciPy, Pandas and TensorFlow to work on som…

python learning science engineering data-science machine-learning numpy jupyter-notebook artificial-intelligence computer learning-analytics neural-networks learning-to-rank nova informatics datasets learning-algorithms fct-nova new-university-of-lisbon fct-unl

UpdatedNov 26, 2020
HTML

0xallam /Forward-Forward-Algorithm

Star2

Forward-Forward Algorithm: An Alternative Learning Algorithm to Backpropagation

deep-learning learning-algorithms backpropagation forward-forward-algorithm

UpdatedOct 29, 2023
Python

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