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Data Science

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

Here are 6,611 public repositories matching this topic...

keras-team / keras

Deep Learning for humans

python data-science machine-learning deep-learning tensorflow neural-networks

Updated Jul 14, 2023
Python

scikit-learn / scikit-learn

scikit-learn: machine learning in Python

python data-science machine-learning statistics data-analysis

Updated Jul 15, 2023
Python

pandas-dev / pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

python data-science flexible pandas alignment data-analysis

Updated Jul 16, 2023
Python

explosion / spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

python nlp data-science machine-learning natural-language-processing ai deep-learning neural-network text-classification cython artificial-intelligence spacy named-entity-recognition neural-networks nlp-library tokenization entity-linking

Updated Jul 15, 2023
Python

ray-project / ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

Updated Jul 16, 2023
Python

streamlit / streamlit

Streamlit — A faster way to build and share data apps.

python data-science machine-learning deep-learning data-visualization developer-tools data-analysis streamlit

Updated Jul 16, 2023
Python

donnemartin / data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

python aws data-science machine-learning caffe theano big-data spark deep-learning hadoop tensorflow numpy scikit-learn keras pandas kaggle scipy matplotlib mapreduce

Updated Jun 29, 2023
Python

lightning

Lightning-AI / lightning

Deep learning framework to train, deploy, and ship AI products Lightning fast.

python data-science machine-learning ai deep-learning pytorch artificial-intelligence

Updated Jul 15, 2023
Python

eriklindernoren / ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-science machine-learning data-mining deep-learning genetic-algorithm deep-reinforcement-learning machine-learning-from-scratch

Updated Oct 26, 2022
Python

gradio-app / gradio

Create UIs for your machine learning model in Python in 3 minutes

python data-science machine-learning ui deep-learning interface deploy models data-visualization data-analysis ui-components gradio python-notebook gradio-interface

Updated Jul 16, 2023
Python

dash

plotly / dash

Sponsor

Data Apps & Dashboards for Python. No JavaScript Required.

Updated Jul 14, 2023
Python

d2l-ai / d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle hyperparameter-optimization recommender-system gaussian-processes jax

Updated Jul 10, 2023
Python

matplotlib / matplotlib

Sponsor

matplotlib: plotting with Python

python gtk data-science qt data-visualization tk matplotlib plotting hacktoberfest wx

Updated Jul 16, 2023
Python

microsoft / recommenders

Best Practices on Recommendation Systems

microsoft python kubernetes data-science machine-learning tutorial deep-learning azure rating jupyter-notebook artificial-intelligence ranking recommender recommendation-system recommendation-engine recommendation recommendation-algorithm operationalization

Updated Jul 12, 2023
Python

ipython / ipython

Sponsor

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

python data-science jupyter notebook ipython repl hacktoberfest closember

Updated Jul 13, 2023
Python

gensim

RaRe-Technologies / gensim

Topic Modelling for Humans

python nlp data-science machine-learning natural-language-processing information-retrieval data-mining neural-network word2vec word-embeddings topic-modeling gensim fasttext document-similarity word-similarity

Updated Jul 1, 2023
Python

nni

microsoft / nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Updated Jul 14, 2023
Python

PrefectHQ / prefect

Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines

python infrastructure workflow data-science data automation pipeline workflow-engine orchestration data-engineering observability prefect data-ops ml-ops

Updated Jul 16, 2023
Python

dvc

iterative / dvc

🦉 Data Version Control | Git for Data & Models | ML Experiments Management

python git data-science machine-learning ai collaboration developer-tools reproducibility data-version-control hacktoberfest

Updated Jul 15, 2023
Python

allenai / allennlp

An open-source NLP research library, built on PyTorch.

python nlp data-science natural-language-processing deep-learning pytorch

Updated Nov 22, 2022
Python

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Related Topics

big-data data-analysis data-mining data-visualization machine-learning