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What is GAMS?

The General Algebraic Modeling System, commonly known as GAMS, is a top-tier software solution celebrated for its robust mathematical modeling capabilities, outstanding performance, and ease of use. The introduction of GAMSPy has allowed users to integrate GAMS features with Python effortlessly, which significantly boosts the efficiency and flexibility of model creation within the Python ecosystem. Its algebraic modeling language facilitates the straightforward formulation of optimization problems, enabling the attainment of optimal solutions through sophisticated mathematical solvers. Additionally, GAMS MIRO offers user-friendly graphical interfaces for managing GAMS models, accommodating both local and cloud deployments, and providing advanced visualization tools. For those in need of scalable options, the GAMS Engine delivers a reliable software as a service (SaaS) solution, allowing for the execution of models on local machines or in cloud environments. Beyond these functionalities, GAMS is dedicated to enriching user experience through a variety of workshops, training programs, and consulting services, which are designed to enhance their skills in developing, refining, and implementing effective decision-support systems. This holistic support structure not only empowers users to maximize the capabilities of GAMS but also encourages continuous innovation and operational efficiency in their modeling projects. Ultimately, GAMS stands out as an essential tool for anyone looking to tackle complex mathematical challenges effectively.

What is DeepSeekMath?

DeepSeekMath is an innovative language model with 7 billion parameters, developed by DeepSeek-AI, aimed at significantly improving the mathematical reasoning abilities of open-source language models. This model is built on the advancements of DeepSeek-Coder-v1.5 and has been further pre-trained with an impressive dataset of 120 billion math-related tokens obtained from Common Crawl, alongside supplementary data derived from natural language and coding domains. Its performance is noteworthy, having achieved a remarkable score of 51.7% on the rigorous MATH benchmark without the aid of external tools or voting mechanisms, making it a formidable rival to other models such as Gemini-Ultra and GPT-4. The effectiveness of DeepSeekMath is enhanced by its meticulously designed data selection process and the use of Group Relative Policy Optimization (GRPO), which optimizes both its reasoning capabilities and memory efficiency. Available in various formats, including base, instruct, and reinforcement learning (RL) versions, DeepSeekMath is designed to meet the needs of both research and commercial sectors, appealing to those keen on exploring or utilizing advanced mathematical problem-solving techniques within artificial intelligence. This adaptability ensures that it serves as an essential asset for researchers and practitioners, fostering progress in the field of AI-driven mathematics while encouraging further exploration of its diverse applications.

Media

Media

Integrations Supported

Artelys Knitro
Python

Integrations Supported

Artelys Knitro
Python

API Availability

Has API

API Availability

Has API

Pricing Information

$3,500 one-time payment
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

GAMS

Date Founded

1987

Company Location

United States

Company Website

www.gams.com

Company Facts

Organization Name

DeepSeek

Date Founded

2023

Company Location

China

Company Website

deepseek.com

Categories and Features

Statistical Analysis

Analytics
Association Discovery
Compliance Tracking
File Management
File Storage
Forecasting
Multivariate Analysis
Regression Analysis
Statistical Process Control
Statistical Simulation
Survival Analysis
Time Series
Visualization

Categories and Features

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