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hmmlearn/hmmlearn

A Python library for training and using Hidden Markov Models, with a scikit-learn-like API.

3.4K
Archived
Python
LLM Frameworks
#machine-learning#hidden-markov-models#scikit-learn

mljar/mljar-supervised

An AutoML Python package for tabular data with feature engineering, hyperparameter tuning, and automatic documentation.

3.2K
Experimental
Python
ML Ops
Databases
Python
#automated-machine-learning#automl#tabular-data

tirthajyoti/Data-science-best-resources

A curated collection of resources for data science and machine learning enthusiasts.

3.2K
Archived
Data Science
Tutorials & Courses
#data-science#machine-learning#analytics

nidhaloff/igel

A delightful machine learning tool that allows you to train, test, and use models without writing code

3.1K
Stable
Python
React
#machine-learning#automl#neural-networks

parrt/dtreeviz

A Python library for visualizing and interpreting decision tree models.

3.1K
Active
Jupyter Notebook
Computer Vision
Machine Learning
#data-science#decision-trees#model-interpretation

BayesWitnesses/m2cgen

Transform ML models into native code (Java, C, Python, Go, etc.) with zero dependencies

3.0K
Archived
Python
AI SDKs & Wrappers
CLI Tools
Python
#machine-learning#code-generation#model-deployment

susanli2016/NLP-with-Python

A collection of Jupyter Notebooks demonstrating various NLP techniques and libraries like Scikit-Learn, NLTK, Spacy, and Gensim.

2.8K
Archived
Jupyter Notebook
ML Ops
ETL & Pipelines
Jupyter Notebook
#natural-language-processing#machine-learning#data-analysis

TeamHG-Memex/eli5

A Python library for inspecting and explaining machine learning models and their predictions.

2.8K
Active
Jupyter Notebook
Inspection
Debugging
Python
#machine-learning#explainability#inspection

mars-project/mars

A unified framework for large-scale data computation that scales popular Python data tools like NumPy, Pandas, and Scikit-Learn.

2.7K
Archived
Python
ML Ops
Caching
Dask
#machine-learning#data-processing#scale

scikit-learn-contrib/category_encoders

A library of scikit-learn compatible categorical variable encoders for machine learning applications.

2.5K
Active
Python
ML Ops
ORMs & Query Builders
scikit-learn
#machine-learning#data-preprocessing#categorical-encoding

reiinakano/scikit-plot

An intuitive Python library that adds plotting functionality to scikit-learn machine learning models

2.4K
Archived
Python
Data Visualization
ML Ops
#data-visualization#machine-learning#scikit-learn

unslothai/hyperlearn

High-performance machine learning algorithms with 2-2000x speed and 50% less memory usage for all hardware.

2.4K
Archived
Jupyter Notebook
ML Ops
Machine Learning
Jupyter Notebook
#machine-learning#performance#optimization

shibing624/python-tutorial

A comprehensive Python tutorial covering the language's fundamentals, advanced features, and popular data science libraries.

2.4K
Archived
Jupyter Notebook
Tutorials & Courses
Backend Frameworks
#python#data-science#machine-learning

dipanjanS/practical-machine-learning-with-python

A comprehensive resource for learning machine learning and deep learning using Python and popular libraries.

2.4K
Archived
Jupyter Notebook
Machine Learning
Tutorials & Courses
Jupyter
#machine-learning#deep-learning#python

modAL-python/modAL

A modular active learning framework for Python, focused on machine learning algorithms and APIs.

2.3K
Archived
Python
ML Ops
ML Frameworks
scikit-learn
#active-learning#bayesian-optimization#machine-learning-api

feature-engine/feature_engine

Open-source Python library for feature engineering and selection, compatible with scikit-learn.

2.2K
Active
Python
Feature Engineering
ORMs & Query Builders
scikit-learn
#feature-engineering#feature-extraction#feature-selection

chris1610/pbpython

A collection of Python code, notebooks, and examples for practical business data analysis and visualization.

2.0K
Archived
Jupyter Notebook
Data Analysis
Data Visualization
#data-analysis#data-visualization#pandas

robertmartin8/MachineLearningStocks

A Python library for making stock predictions using machine learning and historical stock data.

1.9K
Archived
Python
Machine Learning
Databases
Python
#algorithmic-trading#data-science#historical-stock-fundamentals

szilard/benchm-ml

A benchmarking tool for evaluating the performance of popular machine learning algorithms and libraries.

1.9K
Archived
R
ML Ops
Databases
R
#machine-learning#benchmark#performance-testing

skfolio/skfolio

A Python library for portfolio optimization using scikit-learn and convex optimization techniques.

1.9K
Active
Python
ORMs & Query Builders
API Frameworks
#asset-allocation#portfolio-optimization#quantitative-finance

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