手写实现李航《统计学习方法》书中全部算法
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Nov 25, 2025 - Python
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machine-learning-algorithms
Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.
Here are 3,875 public repositories matching this topic...
A resource for learning about Machine learning & Deep Learning
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Aug 17, 2024 - Python
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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Jul 3, 2024 - Python
Minimal and clean examples of machine learning algorithms implementations
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Sep 29, 2026 - Python
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
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Oct 6, 2026 - Python
💬 Machine Learning Course with Python:
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Nov 27, 2024 - Python
NVIDIA cuML: GPU-Accelerated Machine Learning
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Oct 6, 2026 - Python
An open-source Python framework for hybrid quantum-classical machine learning.
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Sep 1, 2026 - Python
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
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Jun 27, 2024 - Python
StellarGraph - Machine Learning on Graphs
python data-science machine-learning deep-learning graphs machine-learning-algorithms networkx graph-data graph-analysis graph-machine-learning link-prediction graph-convolutional-networks gcn saliency-map interpretability geometric-deep-learning graph-neural-networks heterogeneous-networks stellargraph-library
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Apr 10, 2024 - Python
记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/
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May 10, 2026 - Python
The machine learning toolkit for time series analysis in Python
python machine-learning timeseries time-series dtw machine-learning-algorithms machinelearning dynamic-time-warping time-series-analysis time-series-clustering time-series-classification time-series-forecasting time-series-foundation-model time-series-foundation-models
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Oct 6, 2026 - Python
A modular active learning framework for Python
python machine-learning scikit-learn machine-learning-algorithms machine-learning-library machine-learning-api bayesian-optimization active-learning active-learning-module
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Feb 26, 2024 - Python
Implementing machine learning algorithms from scratch.
machine-learning machine-learning-algorithms supervised-learning unsupervised-learning machine-learning-python machine-learning-scratch
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Sep 11, 2021 - Python
Developing Options Trading Strategies using Technical Indicators and Quantitative Methods
python machine-learning machine-learning-algorithms python3 quantitative-finance quantitative technical-indicators indicators quantitative-trading quantitative-investment options-trading quantitative-strategies options-trading-strategies
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Apr 22, 2024 - Python
Implementation of the node2vec algorithm.
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Oct 6, 2025 - Python
用python和sklearn两种方法实现李航《统计学习方法》中的算法
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Jul 3, 2018 - Python
a delightful machine learning tool that allows you to train, test, and use models without writing code
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Dec 7, 2025 - Python
Books and other resources
pdf programming books deep-learning machine-learning-algorithms help resources interview competitive-programming python3 free-book interview-preparation system-design free-resource free-books time-pass free-resources
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Feb 16, 2026 - Python
Learning to create Machine Learning Algorithms
machine-learning-algorithms datascience naive-bayes-classifier logistic-regression support-vector-machine polynomial-regression decision-tree-classifier dataprocessing classification-algorithims random-forest-regressor support-vector-regression multiple-regression decision-tree-regression k-means-implementation-in-python k-means-clustering kernel-svm random-forest-classifier simple-linear-regression k-nearest-neighbors machine-learning-az
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Jun 15, 2021 - Python
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