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This is a list of topic-centric public data sources in high quality. They are collected and tidied from blogs, answers, and user responses. Most of the data sets listed below are free, however, some are not.

The raw source assets are available on the Hugging Face Hub (collected under UniMate): Mixamo-Animations-Characters, Objaverse-XL-Rigged-Animated and Truebones-ZOO-Annotations (prompts, metadata and renders only).

This list is continuously updated. - You can take pull requests and contribute. All Links are tested and working fine.

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

Arize Phoenix is Arize's open-source AI observability platform designed for experimentation, evaluation, and troubleshooting. For managed production workflows, Arize also offers Arize AX. Phoenix provides:

If you already have 1-year+ experience in machine learning, this course may help but it is specifically designed to be beginner-friendly.

A curated list of resources related to IPTV

Because the repo is large, we recommend you download only the subdirectory of interest:

NVIDIA Cosmos is an open platform of world models, datasets, and tools that enables developers to build Physical AI for robots, autonomous vehicles, smart infrastructure, and more.

Label Studio is a multi-type data labeling and annotation tool with standardized output format

🍔 In addition, ms-swift integrates the latest training technologies, including Megatron parallelism techniques such as TP, PP, CP, EP to accelerate training, as well as numerous GRPO algorithm family reinforcement learning algorithms including: GRPO, DAPO, GSPO, SAPO, CISPO…

An open-source JavaScript library for world-class 3D globes and maps :earthamericas:

Hugging Face Skills are definitions for AI/ML tasks like dataset creation, model training, and evaluation.

A framework for collecting and analyzing prediction market data, including the largest publicly available dataset of Polymarket and Kalshi market and trade data.

> Sponsored by Atlas Cloud > > > > AI API aggregation platform with an OpenAI-compatible LLM endpoint for NLP tasks such as translation, summarization, multilingual generation, and structured extraction.

The following is the corresponding torchvision versions and supported Python versions.

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Open source annotation tool for machine learning practitioners.

🤗 Datasets is a lightweight library providing two main features:

Archived — ML Intern is no longer maintained. Continue with HuggingChat.

---- This is the data repository for the 2019 Novel Coronavirus Visual Dashboard operated by the Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE).

Faker is a PHP library that generates fake data for you. Whether you need to bootstrap your database, create good-looking XML documents, fill-in your persistence to stress test it, or anonymize data taken from a production service, Faker is for you.

Select2 is a jQuery based replacement for select boxes. It supports searching, remote data sets, and infinite scrolling of results.

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

World's largest Contributor driven code dataset | Used in Quark Search Engine, @OpenGenus IQ, OpenGenus Visual Project

This project provides 100+ Chinese Word Vectors (embeddings) trained with different representations (dense and sparse), context features (word, ngram, character, and more), and corpora.

The following software is shared for educational purposes only.

An open source multi-tool for exploring and publishing data

g. CPU, GPU, RAM, etc), so it is hard to make an equal comparison. The solution is to measure the performance of all models on hardware with equivalent specifications, but it is very difficult and time consuming.

Techniques for deep learning with satellite & aerial imagery