Open-source alternatives to Nba Api

Huntarr.io is a sports data dashboard, match tracker, and streaming aggregator. It functions as a centralized sports content hub for monitoring league standings, match results, and detailed game statistics. The platform aggregates real-time football broadcast links for international leagues and provides a feed of sports news and video highlights. It includes tools for analyzing tactical setups, team form, and squad availability through match previews. The application covers league tracking via game schedule visualization and standings monitoring. It also facilitates sports media consumption

This project is an Amazon web scraper and e-commerce data extractor designed to retrieve product names, prices, and ratings. It functions as a headless browser crawler that converts unstructured web content from product listings into structured JSON and CSV formats. The tool incorporates anti-bot bypass capabilities to circumvent CAPTCHAs and security challenges. It achieves this through the use of residential proxy integration, automatic proxy rotation, and the modification of browser fingerprints to simulate human interaction patterns. The system provides broad web scraping capabilities, i

Crawlee-python is a web crawling framework for building scalable scrapers using Python. It serves as a comprehensive tool for web scraping automation, providing a system to extract structured data from websites using both lightweight HTTP requests and headless browser automation. The framework is distinguished by its anti-bot evasion capabilities, which include browser fingerprint impersonation and tiered proxy rotation to bypass detection systems and solve challenges such as Cloudflare. It also incorporates artificial intelligence for autonomous website navigation and schema-based data extra

ofetch is an HTTP client built on the native fetch API that adds automatic JSON serialization, request/response interceptors, configurable retry, and timeout handling. It provides descriptive error objects for non-OK responses and automatically parses response bodies based on their content type. The client supports creating pre-configured instances with preset base URLs, headers, and default options, enabling consistent configuration across a project. It offers full TypeScript type inference for response data and request payloads, and allows extending request options with custom properties wh

cpr is a C++ networking library that provides a high-level HTTP request client. It functions as a wrapper around libcurl to simplify the process of sending and receiving data from web servers, specifically managing GET and POST calls and multipart form uploads. The library provides both synchronous and asynchronous execution models, allowing network requests to run on background threads to prevent application freezing. It integrates with the C++ Standard Library to map low-level pointers to standard strings and containers, utilizing RAII for automatic resource management. The project covers

This project is a modular, terminal-based dashboard framework designed to aggregate and display real-time information within a grid-aligned interface. It functions as a centralized monitoring tool that translates data from local system resources, infrastructure services, and external web APIs into a unified, text-based display. The dashboard is distinguished by its plugin-based architecture, which allows users to encapsulate distinct data sources and display logic into isolated, independently managed modules. Users define their workspace through declarative configuration files or an interacti

Yattee is a privacy-focused video player and multi-backend video aggregator designed for streaming online content without tracking, ads, or account requirements. It functions as a cross-platform application that collects video content from self-hosted servers, third-party APIs, and decentralized platforms into a single interface. The project features SponsorBlock integration to automatically skip sponsored or promotional segments using a community-sourced timestamp database. It also includes an Invidious-compatible API server that can replace standard endpoints to facilitate private playback.

Monolith is a single-file HTML web archiver and asset bundler. It functions as a command-line interface and programmatic library designed to save complete web pages and their associated assets into a single HTML file for offline viewing. The tool crawls URLs to discover and fetch linked stylesheets, scripts, and images, which are then embedded into the document as data URLs. It includes capabilities for session injection via external cookie files and authentication handling to backup protected or member-only content. The project covers broader functional areas including automated web scrapin

CodeIgniter is a PHP web framework built on the Model-View-Controller pattern, designed for building full-stack web applications. It provides a lightweight toolkit with minimal configuration, organizing application logic into controllers, models, and views for clean separation of concerns. The framework includes a fluent query builder for constructing SQL statements programmatically, PSR-4 autoloading with namespace mapping, and a service-based dependency injection container for managing shared class instances. The framework distinguishes itself through its comprehensive set of built-in tools

This project is a multi-purpose toolkit comprising a static site generator, a predictive modeling tool, and a sports analytics dashboard. It functions as a content syndication engine that converts source files into static HTML and machine-readable XML streams for blogs and professional portfolios. The system features a data processing engine designed for sports performance analytics, using linear and logistic regression to estimate season win totals and calculate win probabilities. It includes a time-series visualization framework that renders these performance trends using high-contrast them

This is an interactive notebook-based course that teaches machine learning from Python fundamentals through deep learning and natural language processing. It uses real datasets and multiple frameworks within a structured, hands-on curriculum that combines concise explanations with executable code cells, built-in datasets, and embedded exercise checkpoints. Learning progresses through data preparation and exploration, classical machine learning workflows, computer vision with convolutional neural networks, and natural language processing with deep learning, all delivered as a cohesive progressi

Binance Connector Python is a client library that provides programmatic access to the Binance cryptocurrency exchange, enabling automated trading and asset management across spot, margin, futures, and options markets. The library wraps the exchange's REST and WebSocket APIs into a Python interface with type-hinted methods, HMAC and RSA authentication, and a unified request-response pipeline for consistent error handling and rate limiting. The connector supports a broad range of exchange operations beyond core trading, including sub-account management, wallet operations, and algorithmic order

This project is a pandas data analysis cookbook and Python data science guide. It provides a collection of programmatic recipes and examples for cleaning, manipulating, and analyzing structured data. The project focuses on providing a containerized analysis environment to ensure a consistent workspace and reproducible dependencies when executing data processing scripts. It covers a broad range of data science capabilities, including data ingestion from external sources, raw data cleaning, and exploratory data analysis. These recipes demonstrate how to perform structured data analysis through

This project is a Python client library for interacting with Google Maps web services to retrieve geospatial, routing, and place data. It provides a programmatic interface for developers to access geocoding, elevation, time zone, and point-of-interest services. The library implements automatic exponential backoff and request retries to handle intermittent server errors and rate limit exceedances. It manages communication through credential-based authentication and session-based connection pooling to reduce latency across repeated API calls. The capability surface covers bidirectional geocodi

PRAW is a Python wrapper for the Reddit API, functioning as a REST API client and social media data crawler. It provides a programmatic interface to fetch data, manage account content, and interact with the platform. The library implements a comprehensive OAuth 2.0 client supporting multiple authorization flows, including password, implicit, and refresh tokens, as well as read-only guest access. It distinguishes itself through a rate-limit-aware request scheduler that tracks server-side throttling to prevent API quota exhaustion and employs lazy-loading resource objects to fetch data only whe

This project is an unofficial TikTok API client and Python library. It functions as a data scraper and API wrapper for programmatically retrieving public profile information and trending media from the TikTok platform. The library enables the extraction of user identity details and the retrieval of trending video content. It provides tools for social media automation, trend analysis, and content research.

dlib is a C++ machine learning toolkit and data analysis framework. It provides a collection of algorithms and utilities for building predictive modeling applications and performing statistical analysis on large datasets within native C++ environments. The project functions as a binding library that wraps low-level C++ machine learning algorithms into high-level Python scripting interfaces. This allows for the integration of high-performance native implementations with Python for machine learning development. The framework covers the implementation of predictive models, the execution of mach

InvenTree is an open-source inventory management platform built on Django, designed for tracking parts, stock levels, and supply chain operations through a web interface and REST API. The system uses barcodes—including QR codes, 1D barcodes, and Data Matrix codes—as primary identifiers for scanning, linking, and triggering inventory actions, and extends core functionality through a Python plugin framework supporting custom actions, UI panels, barcode handlers, and scheduled tasks. The platform distinguishes itself through a comprehensive plugin-based extensibility system that allows custom in

The Hugging Face Hub Python client is a library that provides programmatic access to the Hugging Face Hub, a centralized platform for hosting and collaborating on machine learning models, datasets, and demo applications. It serves as the primary SDK for interacting with the Hub's API, enabling users to download and upload models and datasets, manage repositories, authenticate via tokens or OAuth, and run inference on hosted models through a unified interface. The client distinguishes itself through a comprehensive set of capabilities that go beyond basic file transfer. It includes a CLI exten

PyGithub is a Python library that serves as an object-oriented wrapper for the GitHub REST API. It functions as a specialized client that translates API endpoints into a hierarchy of Python classes, allowing for the programmatic management of GitHub repositories, user profiles, and organizations. The library manages the serialization of requests and responses, converting JSON data into structured object attributes. It utilizes lazy-loading for property retrieval and employs generators to handle pagination when iterating over large remote datasets. This toolkit enables the automation of GitHu

bypy is a Python client for interacting with Baidu Yun cloud storage via its official API. It functions as both a library for programmatic integration and a command-line manager for organizing and listing files within a cloud account. The project features a multi-process transfer tool that utilizes parallel processing to accelerate high-volume uploads and downloads. It provides bidirectional directory synchronization to align content between local file systems and remote cloud storage by identifying missing or outdated files. The tool covers recursive file transfers, automated cloud data bac

notion-py is a Python library that serves as an unofficial API client for interacting with Notion pages and databases. It functions as an object-relational mapper that translates Notion database tables and blocks into Python classes for structured data management. The project features a reactive synchronization layer that uses long-polling and callbacks to keep local Python objects updated with remote changes. It includes a thread-safe local data cache with disk persistence to reduce network requests and a converter for transforming Markdown text into formatted Notion content blocks and rich

python-binance is a Python client library that provides programmatic access to the Binance cryptocurrency exchange through both REST and WebSocket APIs. It serves as a comprehensive toolkit for automated trading, account management, and market data retrieval, enabling developers to build trading bots, portfolio management tools, and data analysis applications that interact directly with the exchange. The library distinguishes itself through a dual-client architecture that separates synchronous REST calls from persistent WebSocket streams, allowing concurrent execution without blocking. It inc

This project is a Go-based HTTP proxy server designed as a censorship circumvention tool. It functions as an upstream proxy manager and SOCKS5 tunneling gateway that routes network traffic between clients and destination servers to bypass network restrictions. The system differentiates itself through automated proxy routing, which detects unreachable websites and automatically switches traffic between direct access and a pool of parent proxies. It includes a PAC file generator to produce proxy auto-config files for browsers and integrates SSH tunneling to establish secure remote sockets. Bro

This project is a distributed scraping engine designed to extract business details, customer reviews, and lead information from Google Maps. It functions as a business scraper and data extractor that can be deployed as a permanent system or as on-demand serverless functions. The system utilizes a proxy-routed web crawler to manage request origins via SOCKS5, HTTP, and HTTPS proxies. To locate contact information, it includes an email extraction tool that recursively crawls business websites linked within map listings. The software supports coordinate-based radius searches for efficient data

Damaihelper is a ticketing automation bot and browser automation framework designed to monitor ticket availability and execute checkout processes. It utilizes a ticket purchasing script to automate the selection and purchase of tickets on web platforms based on predefined user criteria. The tool includes a graphical user interface for managing scripts and configuring automation parameters, allowing users to trigger tasks without using a command line. To maintain access, it employs browser session management to save and reuse authentication cookies, avoiding repetitive manual login procedures.

sChandra is a document processing platform that converts images, PDFs, Word documents, spreadsheets, and other formats into structured output such as HTML, Markdown, or JSON while preserving layout. It can also extract specific data fields from invoices, contracts, or reports using user-defined JSON schemas, with citations back to source locations. The service supports form filling in PDF and image documents, document generation from Markdown, and extraction of tracked changes from Word files. The platform distinguishes itself with pipeline-based processing chains that combine multiple proces