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Search results for python data science

2,551 search results found

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Pipelines ⭐ 3,368

Machine Learning Pipelines for Kubeflow

Python Training ⭐ 3,365

Python training for business analysts and traders

Statsforecast ⭐ 3,339

Lightning ⚡️ fast forecasting with statistical and econometric models.

Tensorwatch ⭐ 3,333

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Ploomber ⭐ 3,318

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

Koalas ⭐ 3,291

Koalas: pandas API on Apache Spark

Course Nlp ⭐ 3,271

A Code-First Introduction to NLP course

Awesome Machine Learning Interpretability ⭐ 3,241

A curated list of awesome responsible machine learning resources.

Awesome Mlops ⭐ 3,233

😎 A curated list of awesome MLOps tools

Deepchecks ⭐ 3,206

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Vectorbt ⭐ 3,189

Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

Scikit Learn Videos ⭐ 3,180

Jupyter notebooks from the scikit-learn video series

Geemap ⭐ 3,159

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Interviews.ai ⭐ 3,146

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Awesome Conformal Prediction ⭐ 3,097

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

Stable Baselines ⭐ 3,064

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Marimo ⭐ 3,037

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

a delightful machine learning tool that allows you to train, test, and use models without writing code

Lance ⭐ 3,003

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

Stumpy ⭐ 2,901

STUMPY is a powerful and scalable Python library for modern time series analysis

Leafmap ⭐ 2,899

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

Mljar Supervised ⭐ 2,867

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Stellargraph ⭐ 2,768

StellarGraph - Machine Learning on Graphs

Dtreeviz ⭐ 2,720

A python library for decision tree visualization and model interpretation.

Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

Ml Glossary ⭐ 2,710

Machine learning glossary

Data Diff ⭐ 2,707

Compare tables within or across databases

A library for debugging/inspecting machine learning classifiers and explaining their predictions

FFCV: Fast Forward Computer Vision (and other ML workloads!)

Sweetviz ⭐ 2,687

Visualize and compare datasets, target values and associations, with one line of code.

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Machine Learning ⭐ 2,607

🌎 machine learning tutorials (mainly in Python3)

Whylogs ⭐ 2,533

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

Quadratic ⭐ 2,485

Quadratic | Data Science Spreadsheet with Python & SQL

Python Is Cool ⭐ 2,468

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

Gopup ⭐ 2,451

数据接口：百度、谷歌、头条、微博指数,宏观数据，利率数据，货币汇率，千里马、独角兽公司，新闻联播文字

Data Science Roadmap ⭐ 2,445

Data Science Roadmap from A to Z

Mlops Course ⭐ 2,427

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Scikit Plot ⭐ 2,277

An intuitive library to add plotting functionality to scikit-learn objects.

Python Causality Handbook ⭐ 2,265

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

Awesome Community Detection ⭐ 2,232

A curated list of community detection research papers with implementations.

Pyfunctional ⭐ 2,232

Python library for creating data pipelines with chain functional programming

Lifelines ⭐ 2,227

Survival analysis in Python

Ml Foundations ⭐ 2,224

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

The mitosheet package, trymito.io, and other public Mito code.

Linear Algebra With Python ⭐ 2,160

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Awesome Python Data Science ⭐ 2,126

Probably the best curated list of data science software in Python.

Sketch ⭐ 2,106

AI code-writing assistant that understands data content

Data Science Interview Questions Answers ⭐ 2,102

Curated list of data science interview questions and answers

Wooey ⭐ 2,061

A Django app that creates automatic web UIs for Python scripts.

Codesearchnet ⭐ 2,054

Datasets, tools, and benchmarks for representation learning of code.

Fast F1 ⭐ 1,960

FastF1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry

Torchmetrics ⭐ 1,913

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

Blazingsql ⭐ 1,900

BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.

Handout ⭐ 1,880

Turn Python scripts into handouts with Markdown and figures

Lazynlp ⭐ 1,867

Library to scrape and clean web pages to create massive datasets.

Benchm Ml ⭐ 1,839

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

Datasciencecoursera ⭐ 1,838

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.

Awesome Streamlit ⭐ 1,832

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

Pandas Videos ⭐ 1,808

Jupyter notebook and datasets from the pandas Q&A video series

Dataprep ⭐ 1,807

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

Diffgram ⭐ 1,772

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

Scanpy ⭐ 1,753

Single-cell analysis in Python. Scales to >1M cells.

Python Cheat Sheet ⭐ 1,714

Python Cheat Sheet NumPy, Matplotlib

Arcgis Python Api ⭐ 1,710

Documentation and samples for ArcGIS API for Python

Nannyml ⭐ 1,695

nannyml: post-deployment data science in python

chDB is an embedded OLAP SQL Engine 🚀 powered by ClickHouse

Featureform ⭐ 1,670

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

Feature_engine ⭐ 1,651

Feature engineering package with sklearn like functionality

Autolabel ⭐ 1,645

Label, clean and enrich text datasets with LLMs.

Covid19 Dashboard ⭐ 1,645

A site that displays up to date COVID-19 stats, powered by fastpages.

task management & automation tool

High-Performance Symbolic Regression in Python and Julia

Machine_learning_refined ⭐ 1,574

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

General Assembly's 2015 Data Science course in Washington, DC

Spark Py Notebooks ⭐ 1,515

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

An Introduction To Statistical Learning ⭐ 1,481

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

Fklearn ⭐ 1,465

fklearn: Functional Machine Learning

Pybroker ⭐ 1,455

Algorithmic Trading in Python with Machine Learning

Auto_ml ⭐ 1,442

[UNMAINTAINED] Automated machine learning for analytics & production

Multi-class confusion matrix library in Python

H2o Tutorials ⭐ 1,403

Tutorials and training material for the H2O Machine Learning Platform

Mlbox ⭐ 1,403

MLBox is a powerful Automated Machine Learning python library.

Scikit Learn Tips ⭐ 1,393

🤖⚡ 50 scikit-learn tips

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Awesome Fraud Detection Papers ⭐ 1,364

A curated list of data mining papers about fraud detection.

Hackermath ⭐ 1,339

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

Lifetimes ⭐ 1,339

Lifetime value in Python

Efficient_python_tricks_and_tools_for_data_scientists ⭐ 1,332

Efficient Python Tricks and Tools for Data Scientists

Uncertainty Baselines ⭐ 1,324

High-quality implementations of standard and SOTA methods on a variety of tasks.

Finance ⭐ 1,317

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

Dataprofiler ⭐ 1,310

What's in your data? Extract schema, statistics and entities from datasets

Deep Learning Toolkit for Medical Image Analysis

Cracking The Data Science Interview ⭐ 1,291

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Budgetml ⭐ 1,290

Deploy a ML inference service on a budget in less than 10 lines of code.

Hamilton ⭐ 1,272

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

Refinery ⭐ 1,257

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

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