Skip to content

Instantly share code, notes, and snippets.

@izam-mohammed
Created May 9, 2024 17:03
Show Gist options
  • Save izam-mohammed/9227d458fdd4e555d47e3750f02263e6 to your computer and use it in GitHub Desktop.
Save izam-mohammed/9227d458fdd4e555d47e3750f02263e6 to your computer and use it in GitHub Desktop.
Some of the useful libraries

basic

  • pandas
  • numpy
  • matplotlib
  • sklearn

stats

  • scipy
  • statsmodels
  • imbalanced learn
  • patsy

visualise

  • plotly
  • bokeh
  • seaborn
  • Altair
  • GGplot
  • Bokeh
  • pygal
  • Geoplotlib
  • tabulate
  • ipyvolume
  • dash
  • panel

model interpret

  • eli5
  • lime
  • shap
  • yellowbrich
  • alibi
  • lucid
  • tf-explain

Deep learning

  • pytorch
  • Tensorflow
  • Keras
  • Tensorflow serving
  • Keras tuner
  • JAX
  • Huggingface
  • ONNX
  • Horovod
  • chainer
  • nn_builder
  • Jina AI

DP tools

  • Nebuly
  • Netron
  • Tensorboard
  • Tensorwatch
  • CML
  • MLEM

Auto ML

  • Auto ML
  • H@O.ai
  • TPOT
  • Pycaret
  • FLAML
  • EvalML
  • AutoKeras
  • MLBox
  • Auto-sklearn
  • MLJAR
  • lazypredict
  • AutoGluon

Hyperprameter tuning

  • Ray-Tune
  • Optuna
  • Hyperopt
  • mlmachine
  • scikit-optimize

NLP

  • Spacy
  • NLTK
  • TextBlob
  • Gensim
  • Stanford NLP
  • Allen NLP
  • Flair
  • Rasa NLP
  • Fast Text
  • polyglot
  • Core NLP
  • pattern
  • open nlp
  • chatter bot
  • DeepPavlov
  • PyNLPl
  • Dialogue flow

preview and api

  • streamlit
  • gradio
  • django
  • flask

computer vision

  • cv2
  • open cv
  • Dlib
  • Sk image
  • Pillow
  • Deep face
  • YOLO
  • Albumentation
  • Mahotas
  • SimpleCV
  • VLFeat
  • openface
  • face-recognition

time series

  • sktime
  • tsfresh
  • Kats
  • Darts
  • prophet
  • AutoTS
  • Neuron

auto EDA

  • missingno
  • DTale
  • Pandas profiling
  • sweetviz
  • Autoviz
  • dataprep
  • KLib
  • dabl
  • SpeedML

MLOps

  • MLflow
  • Kubeflow
  • Comet ML
  • Prefect
  • Meta flow
  • Kedro
  • Tensorflow serving
  • ZenML
  • Bento ML
  • Terraform
  • weights and bias

Scrapping

  • requests
  • BeutifulSoup
  • Selenium
  • scrapy
  • autoscraper
  • grab

bigdata

  • Pyspark
  • Dask
  • PyFlink
  • MLlib

LLM

  • langchain
  • cohere
  • Huggingface
  • python-llm
  • open llm
  • dify
  • llama_index
  • haystck
  • chainlit
  • gptcache

vector db

  • pinecone
  • chroma
  • weaviate
  • faiss
  • qdrand

LLMOps

  • agenta
  • Arize-Phoenix
  • BudgeML
  • CometLLM
  • deeplake
  • Dify
  • D stack
  • Embedchain
  • LangFlow
  • LangKit
  • Lite LLM
  • magentic
  • Pezzo

tools

  • Flake8
  • black
  • git
  • dvc
  • docker
  • PostgreSQL
  • mongoDB
  • aws EC2
  • sagemaker

common

  • collections
  • os
  • typing
  • datetime
  • math
  • sys
  • random
  • shutil
  • subprocess
  • re
  • pathlib
  • wget
  • faker
  • pyperclip
  • logging
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment