An introductory notebook for practical machine learning
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Jul 13, 2022 - Jupyter Notebook
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ensemble-learning
Here are 18 public repositories matching this topic...
Competition-winning Rebound Prediction Notebook
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Sep 6, 2023 - Jupyter Notebook
This repository contains a collection of fundamental topics and techniques in machine learning. It aims to provide a comprehensive understanding of various aspects of machine learning through simplified notebooks. Each topic is covered in a separate notebook, allowing for easy exploration and learning.
python
data-science
machine-learning
machine-learning-algorithms
ensemble-learning
data-preprocessing
self-organizing-map
fuzzy-cmeans-clustering
apriori-algorithm
machine-learning-models
multilayer-perceptron
agglomerative-clustering
random-forest-classifier
single-layer-perceptron
adaboost-classifier
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Sep 18, 2023 - Jupyter Notebook
This repo contains notebook with multiple models built for regression.
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Sep 15, 2019 - Jupyter Notebook
Exploring a collection of Jupyter notebooks showcasing a variety of Natural Language Processing (NLP) projects.
nlp
machine-learning
natural-language-processing
deep-learning
random-forest
tensorflow
exploratory-data-analysis
keras
language-detection
cnn
lstm
gru
naive-bayes-classifier
ensemble-learning
logistic-regression
support-vector-machines
bert-model
xlnet
xgboost-classifier
adaboost-classifier
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Oct 31, 2023 - Jupyter Notebook
This notebook presents an exploratory data analysis (EDA) and regression modeling approach for the WiDS Datathon 2024 Challenge #2.
data
machine-learning
scikit-learn
exploratory-data-analysis
data-visualization
ensemble-learning
gradient-boosting
catboost
women-in-data-science
lgbm
imputation-methods
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Oct 29, 2024 - Jupyter Notebook
Implementation of selected voting algorithms with a notebook presenting applications. Interestingly, different voting mechanisms produce different results from the same voters' votes.
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Feb 17, 2023 - Jupyter Notebook
This notebook uses serval machine tools and techniques to help predict credit risk using data typically seen from peer-to-peer lending services.
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May 2, 2021 - Jupyter Notebook
Jupyter notebook for the "10-year Coronary Heart Disease (CHD) risk from the Framingham Heart study dataset" project (part of the course in Machine Learning)
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Apr 17, 2024 - Jupyter Notebook
This collection contains various projects and notebooks developed to tackle a range of Kaggle competitions, showcasing different machine learning techniques, data preprocessing methods, and model optimizations.
python
data-science
data
deep-learning
deployment
machine-learning-algorithms
data-visualization
ensemble-learning
streamlit
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Aug 19, 2024 - Jupyter Notebook
In this notebook, I built gradient boosting classifier and neural network models to classify and predict the survival rate of patients with breast cancer.
neural-network
cross-validation
ensemble-learning
medical-informatics
gradient-boosting
multiclass-classification
xgboost-algorithm
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Feb 25, 2023 - Jupyter Notebook
Some recent state-of-the-art generative models in ONE notebook: (MIX-)?(GAN|WGAN|BigGAN|MHingeGAN|AMGAN|StyleGAN|StyleGAN2)(\+ADA|\+CR|\+EMA|\+GP|\+R1|\+SA|\+SN)*
generative-adversarial-network
gan
generative-model
ensemble-learning
mixture-model
mixture-of-experts
adaptive-discriminator-augmentation
mix-gan
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Oct 19, 2020 - Jupyter Notebook
Collection and implementation of a variety of machine learning code examples (notebooks and Python scripts) and projects.
machine-learning
deep-learning
clustering
pytorch
generative-model
ensemble-learning
explainable-ai
graph-neural-networks
fairness-ml
causal-machine-learning
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May 16, 2023 - Jupyter Notebook
A collection of python notebooks that are implementing/using a plethora of machine learning methods.
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Jul 9, 2021 - Jupyter Notebook
Jupyter notebook for IoT threat detection using ensemble machine learning. Features data preprocessing, model training (Logistic Regression, Decision Trees, Neural Networks, etc.), and ensemble techniques for enhanced accuracy.
machine-learning
feature-selection
neural-networks
ensemble-learning
logistic-regression
data-preprocessing
decision-trees
iot-security
model-validation
threat-detection
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Nov 4, 2023 - Jupyter Notebook
Interactive ML Toolset
python
data-science
machine-learning
tutorial
pipeline
notebook
parallel-computing
kaggle
feature-selection
feature-extraction
ensemble-learning
feature-engineering
reproducibility
categorical-features
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Jun 17, 2024 - Python
Here my amazing tutorial collection contain amazing notebook must read. It's contain pytorch, Advance pandas, Ensemble learning, Tensorflow, Genetic Algorithms, Dask, Word Embedding
tensorflow
word-embeddings
pandas
pytorch
ensemble-learning
tensorflow-tutorials
nlp-machine-learning
pandas-tutorial
pytorch-tutorial
ensemble-machine-learning
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May 31, 2019 - Jupyter Notebook
A collection of companion Jupyter notebooks for Ensemble Methods for Machine Learning (Manning, 2023)
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Apr 22, 2023 - Jupyter Notebook
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