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GitHub / moon-hotel / MachineLearningWithMe
A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/moon-hotel%2FMachineLearningWithMe
Stars: 227
Forks: 41
Open Issues: 0
License: None
Language: Python
Repo Size: 31.5 MB
Dependencies:
102
Created: about 4 years ago
Updated: 8 days ago
Last pushed: 8 days ago
Last synced: 8 days ago
Topics: adaboost, cart, clustering, dbscan-clustering, decision-tree-classifier, ensemble-learning, gbdt, hca, hierarchical-clustering, kd-tree, knn, machine-learning, machine-learning-algorithms, naive-bayes, pca, python, self-training, svm, svm-classifier
Files
Dependencies
- Counter ==1.0.0
- Cython ==0.29.14
- Jinja2 ==3.0.1
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.2
- Markdown ==3.3.4
- MarkupSafe ==2.0.1
- Pillow ==8.2.0
- PyYAML ==5.4.1
- Werkzeug ==2.0.0
- absl-py ==0.12.0
- astor ==0.8.1
- blis ==0.7.4
- cached-property ==1.5.2
- catalogue ==2.0.4
- certifi ==2020.12.5
- chardet ==4.0.0
- click ==7.1.2
- contextvars ==2.4
- cycler ==0.10.0
- cymem ==2.0.5
- dataclasses ==0.8
- filelock ==3.0.12
- future ==0.18.2
- gast ==0.2.2
- gensim ==3.8.3
- google-pasta ==0.2.0
- graphviz ==0.16
- grpcio ==1.37.1
- h5py ==3.1.0
- huggingface-hub ==0.0.12
- idna ==2.10
- immutables ==0.15
- importlib-metadata ==4.0.1
- jieba ==0.42.1
- joblib ==1.0.1
- kiwisolver ==1.3.1
- matplotlib ==3.3.4
- murmurhash ==1.0.5
- nltk ==3.6.2
- numpy ==1.19.5
- opt-einsum ==3.3.0
- packaging ==20.9
- pandas ==1.1.5
- pathy ==0.5.2
- preshed ==3.0.5
- protobuf ==3.17.0
- pydantic ==1.7.4
- pyparsing ==2.4.7
- python-dateutil ==2.8.1
- pytz ==2021.1
- regex ==2021.7.6
- requests ==2.25.1
- sacremoses ==0.0.45
- scikit-learn ==0.24.0
- scipy ==1.4.1
- sentencepiece ==0.1.95
- six ==1.16.0
- smart-open ==3.0.0
- some-package ==0.1
- spacy ==3.0.0
- spacy-legacy ==3.0.8
- srsly ==2.4.1
- tensorboard ==1.15.0
- tensorflow-cpu ==1.15.0
- tensorflow-cpu-estimator ==1.15.1
- termcolor ==1.1.0
- thinc ==8.0.10
- threadpoolctl ==2.1.0
- tokenizers ==0.10.3
- torch ==1.5.0
- torchtext ==0.6.0
- torchvision ==0.6.0
- tqdm ==4.61.0
- transformers ==4.5.1
- typer ==0.3.2
- typing-extensions ==3.10.0.0
- urllib3 ==1.26.4
- wasabi ==0.8.2
- wrapt ==1.12.1
- zipp ==3.4.1
- contourpy ==1.2.0
- cycler ==0.12.1
- fonttools ==4.50.0
- graphviz ==0.20.3
- jieba ==0.42.1
- joblib ==1.3.2
- kiwisolver ==1.4.5
- matplotlib ==3.8.3
- numpy ==1.26.4
- packaging ==24.0
- pandas ==2.2.1
- pillow ==10.2.0
- pyparsing ==3.1.2
- python-dateutil ==2.9.0.post0
- pytz ==2024.1
- scikit-learn ==1.4.1.post1
- scipy ==1.12.0
- six ==1.16.0
- threadpoolctl ==3.4.0
- tzdata ==2024.1
- wordcloud ==1.9.3