shallow-learning

Here are 10 public repositories matching this topic...

giacbrd / ShallowLearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

machine-learning text-mining neural-network text-classification word2vec scikit-learn word-embeddings supervised-learning gensim fasttext online-learning shallow-learning

Updated Aug 8, 2017
Python

fabridamicelli / echoes

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Machine Learning with Echo State Networks, a scikit-learn compatible package.

python machine-learning neural-network esn recurrent-neural-networks echo-state-networks reservoir-computing shallow-learning esnetwork

Updated Aug 5, 2026
Python

mhbashari / ml-minicourse

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Presentations And Source Codes of My Machine Learning Mini Course

learning reinforcement-learning deep-learning linear-regression supervised-learning representation gradient-descent unsupervised-learning learning-agents autonomy generalization shallow-learning cost-function calculation-graph

Updated Sep 29, 2020
Jupyter Notebook

fakenewssyria / fake_news_detection

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Fake News detection based on the FA-KES dataset

tensorflow machine-learning-algorithms cross-validation feature-selection feature-extraction feedforward-neural-network fake-news hyperparameter-tuning evaluation-framework imbalanced-learning shallow-learning meta-learning fake-news-classification fake-news-detection maml-algorithm

Updated Jun 14, 2021
Python

sleepingcat4 / Shallow-learning

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Replicating brain's low energy high efficiency model architecture & calculating (maths)

deep-learning neuroscience neural-networks neural-models shallow-learning

Updated Apr 22, 2023
Python

mtheusantunes / RPS-Shallow-Learner

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An intelligent Rock Paper Scissors (Jokenpô) player implemented in Java for an academic project. The bot employs a Traditional Machine Learning (Shallow Model) approach to predict and counter opponents' moves.

shallow-learning

Updated Jan 31, 2026
Java

AdamRWeinstein / SentimentAnalysis

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RNN and Shallow Learning classification of IMDb movie reviews

machine-learning deep-learning sentiment-analysis text-classification classification shallow-learning

Updated Dec 6, 2023
Python

Fertmeneses / titanic-ML-from-disaster

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Code used in Kaggle competition: Titanic - Machine Learning from Disaster

data-science machine-learning research kaggle-competition titanic feature-engineering shallow-learning

Updated May 27, 2025
Jupyter Notebook

sotheanithsok / CECS-550-Collection

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Explore multiple shallow learning models.

python hmm numpy naive-bayes scikit-learn matplotlib knn shallow-learning

Updated Jun 6, 2022
Python

josuviteri / Clinic-Note-NLP

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A comprehensive Natural Language Processing project focused on clinical dialogue analysis, featuring medical text classification, summarization and generation using traditional machine learning, custom deep learning architectures, and transformer-based fine-tuning approaches.

nlp machine-learning deep-learning transformers cnn embeddings classification transfer-learning quantization tokenization shallow-learning summarisation distillation-model small-language-model

Updated Feb 6, 2026
Jupyter Notebook

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