4 مستودعات
Awesome GitHub RepositoriesDataFrame Analysis
Using tabular data structures to perform numerical transformations and filtering for insights.
Distinct from Distributed Dataframe Analysis: General data analysis using DataFrames, whereas Distributed Dataframe Analysis focuses specifically on Spark/cluster environments.
Explore 4 awesome GitHub repositories matching data & databases · DataFrame Analysis. Refine with filters or upvote what's useful.
Awesome DataFrame Analysis GitHub Repositories
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- perspective-dev/perspective
perspective-dev/perspective
10,981عرض على GitHubPerspective is a columnar data analytics engine and high-performance visualization component powered by WebAssembly. It provides a system for analyzing and visualizing large or streaming datasets through interactive data grids and charts, utilizing a compiled binary to achieve near-native performance within the browser. The project distinguishes itself through a WebSocket-based data streaming interface and deep Apache Arrow integration, which minimize memory overhead when synchronizing tables between servers and clients. It acts as a remote query proxy capable of translating visualization con
Exposes in-memory Polars DataFrames to browser clients over a WebSocket connection for remote analysis.
C++analyticsbidata-visualization - pixie-io/pixie
pixie-io/pixie
6,467عرض على GitHubPixie is an open-source observability platform for Kubernetes that uses eBPF to automatically capture telemetry data from clusters without requiring any manual instrumentation or code changes. It functions as an eBPF telemetry collector, a continuous application profiler, a network traffic analyzer, and a scriptable telemetry query engine, all within a single Kubernetes-native tool. The platform distinguishes itself through several integrated capabilities. It continuously samples stack traces from compiled-language code to identify CPU performance bottlenecks, visualizing the results as inter
Transforms tabular telemetry data through immutable dataframe operations for observability analysis.
C++ - willkoehrsen/data-analysis
WillKoehrsen/Data-Analysis
5,543عرض على GitHubهذا المشروع عبارة عن مكتبة لتحليل البيانات بلغة Python وإطار عمل لتحليل البيانات الاستكشافي مصمم لمعالجة مجموعات البيانات الخام. يوفر مجموعة من الأدوات لفحص البيانات، وتحديد الشذوذ، وتطبيق الأساليب الإحصائية للكشف عن الأنماط. يعمل المستودع كمجموعة أدوات لنمذجة التعلم الآلي ومجموعة لنمذجة البيانات الإحصائية. ويتضمن خوارزميات تنبؤية ونماذج رياضية تستخدم لتحليل العلاقات بين متغيرات البيانات واستخلاص رؤى من مجموعات البيانات المعقدة. يغطي المشروع مجموعة واسعة من الإمكانيات بما في ذلك علوم البيانات، ونمذجة التعلم الآلي، وتحليل البيانات الاستكشافي. يتم تنفيذ هذه الإمكانيات من خلال معالجة البيانات، والحوسبة العددية، وتصور البيانات.
Provides capabilities to perform numerical transformations and filtering on tabular data structures to derive insights.
Jupyter Notebook - krishnaik06/complete-python-bootcamp
krishnaik06/Complete-Python-Bootcamp
2,550عرض على GitHubThis is a comprehensive Python programming course and technical curriculum designed to take users from foundational syntax to advanced development patterns. It serves as a multi-disciplinary educational suite covering programming fundamentals, object-oriented design, and data analysis. The project provides specialized guides on professional development techniques, including the use of decorators, generators for memory management, and dunder-method operator overloading. It also includes instructional material on executing parallel tasks through concurrency and multiprocessing to reduce executi
Provides a suite for loading structured datasets and performing numerical transformations using DataFrames.
Jupyter Notebook
