https://github.com/MNIKIEMA/awesome-ml-python-packages

A list of some python packages that I am working with.
https://github.com/MNIKIEMA/awesome-ml-python-packages

List: awesome-ml-python-packages

Last synced: 3 months ago
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A list of some python packages that I am working with.

• Host: GitHub
• URL: https://github.com/MNIKIEMA/awesome-ml-python-packages
• Owner: MNIKIEMA
• Created: 2023-01-14T15:29:34.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-10-15T19:08:21.000Z (about 1 year ago)
• Last Synced: 2024-04-22T03:13:04.447Z (7 months ago)
• Size: 9.77 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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• ultimate-awesome - awesome-ml-python-packages - A list of some python packages that I am working with. (Other Lists / PowerShell Lists)

README

        
# awesome-ml-python-packages

Curated Collection of Valuable Machine Learning Packages

## Data Manipulation

- [Pandas](https://pandas.pydata.org/)

- [Datasets](https://github.com/huggingface/datasets)

## Scientific Computing

- [NumPy](https://numpy.org/)

- [SciPy](https://scipy.org/)

## Machine Learning

- [scikit-learn](https://scikit-learn.org/stable/)

- [XGBoost](https://xgboost.readthedocs.io/en/stable/index.html)

-  [MLlib](https://spark.apache.org/mllib/)

## NLP

- [NLTK](https://www.nltk.org/)

- [spaCy](https://spacy.io/)

- [gensim](https://github.com/RaRe-Technologies/gensim)

- [🤗 Transformers](https://huggingface.co/)

- [BERTopic](https://maartengr.github.io/BERTopic/index.html)

- [flairNLP](https://github.com/flairNLP/flair)

- [Spark NLP](https://github.com/JohnSnowLabs/spark-nlp)

- [Snips NLU](https://snips-nlu.readthedocs.io/en/latest/)

  

## LLM

- [LangChain](https://github.com/langchain-ai/langchain)

- [LlamaIndex](https://github.com/run-llama/llama_index)

- [AutoGen](https://github.com/microsoft/autogen)

- [vLLM](https://github.com/vllm-project/vllm)

- [RayLLM](https://github.com/ray-project/ray-llm)

- [Text Generation Inference](https://github.com/huggingface/text-generation-inference)

## Deep Learning

- [PyTorch](https://pytorch.org)

- [Keras](https://keras.io/)

## Explainability

- [lime](https://github.com/marcotcr/lime)

- [SHAP](https://shap.readthedocs.io/en/latest/)

- [Shapash](https://github.com/MAIF/shapash)

- [BertViz](https://github.com/jessevig/bertviz)

## Evaluation

- [Evaluate](https://github.com/huggingface/evaluate)

- [Deepchecks](https://github.com/deepchecks/deepchecks)

- [seqeval](https://github.com/chakki-works/seqeval)

- [ragas](https://github.com/explodinggradients/ragas)