Open Source

Browse all content tagged with Open Source

Glossary

AllenNLP

AllenNLP is a robust open-source library for NLP research, built on PyTorch by AI2. It offers modular, extensible tools, pre-trained models, and easy integration with libraries like spaCy and Hugging Face, supporting tasks such as text classification, coreference resolution, and more.

4 min read
Glossary

Chainer

Chainer is an open-source deep learning framework offering a flexible, intuitive, and high-performance platform for neural networks, featuring dynamic define-by-run graphs, GPU acceleration, and broad architecture support. Developed by Preferred Networks with major tech contributions, it’s ideal for research, prototyping, and distributed training, but is now in maintenance mode.

4 min read
Glossary

DL4J

DL4J, or DeepLearning4J, is an open-source, distributed deep learning library for the Java Virtual Machine (JVM). Part of the Eclipse ecosystem, it enables scalable development and deployment of deep learning models using Java, Scala, and other JVM languages.

5 min read
Blog

Google I/O 2025: The New AI-native Google

Discover the key announcements from Google I/O 2025, including Gemini 2.5 Flash, Project Astra, Android XR, AI agents in Android Studio, Gemini Nano, Gemma 3n, SignGemma, and how FlowHunt is leveraging these new AI-native capabilities.

yboroumand 4 min read
Glossary

Grok by xAI

Learn more about the Grok model by xAI, an advanced AI chatbot led by Elon Musk. Discover its real-time data access, key features, benchmarks, use cases, and how it compares to other AI models.

3 min read
Glossary

Jupyter Notebook

Jupyter Notebook is an open-source web application enabling users to create and share documents with live code, equations, visualizations, and narrative text. Widely used in data science, machine learning, education, and research, it supports over 40 programming languages and seamless integration with AI tools.

4 min read
Glossary

KNIME

KNIME (Konstanz Information Miner) is a powerful open-source data analytics platform offering visual workflows, seamless data integration, advanced analytics, and automation for diverse industries.

9 min read
Glossary

Kubeflow

Kubeflow is an open-source machine learning (ML) platform on Kubernetes, simplifying the deployment, management, and scaling of ML workflows. It offers a suite of tools covering the entire ML lifecycle, from model development to deployment and monitoring, enhancing scalability, reproducibility, and resource utilization.

6 min read
Glossary

LangChain

LangChain is an open-source framework for developing applications powered by Large Language Models (LLMs), streamlining the integration of powerful LLMs like OpenAI’s GPT-3.5 and GPT-4 with external data sources for advanced NLP applications.

2 min read
Glossary

MXNet

Apache MXNet is an open-source deep learning framework designed for efficient and flexible training and deployment of deep neural networks. Known for its scalability, hybrid programming model, and support for multiple languages, MXNet empowers researchers and developers to build advanced AI solutions.

7 min read
Glossary

NLTK

Natural Language Toolkit (NLTK) is a comprehensive suite of Python libraries and programs for symbolic and statistical natural language processing (NLP). Widely used in academia and industry, it offers tools for tokenization, stemming, lemmatization, POS tagging, and more.

6 min read
Glossary

Plotly

Plotly is an advanced open-source graphing library for creating interactive, publication-quality graphs online. Compatible with Python, R, and JavaScript, Plotly empowers users to deliver complex data visualizations and supports a wide range of chart types, interactivity, and web app integration.

4 min read
Glossary

Scikit-learn

Scikit-learn is a powerful open-source machine learning library for Python, providing simple and efficient tools for predictive data analysis. Widely used by data scientists and machine learning practitioners, it offers a broad range of algorithms for classification, regression, clustering, and more, with seamless integration into the Python ecosystem.

8 min read
Glossary

SciPy

SciPy is a robust open-source Python library for scientific and technical computing. Building on NumPy, it offers advanced mathematical algorithms, optimization, integration, data manipulation, visualization, and interoperability with libraries like Matplotlib and Pandas, making it essential for scientific computing and data analysis.

5 min read
Glossary

TensorFlow

TensorFlow is an open-source library developed by the Google Brain team, designed for numerical computation and large-scale machine learning. It supports deep learning, neural networks, and runs on CPUs, GPUs, and TPUs, simplifying data acquisition, model training, and deployment.

3 min read
Glossary

What is Fastai?

Fastai is a deep learning library built on PyTorch, offering high-level APIs, transfer learning, and a layered architecture to simplify neural network development for vision, NLP, tabular data, and more. Developed by Jeremy Howard and Rachel Thomas, Fastai is open-source and community-driven, making state-of-the-art AI accessible for everyone.

10 min read

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