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Global Machine Learning Framework Market Research Report 2025
Published Date: March 2025
|
Report Code: QYRE-Auto-33G12522
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Global Machine Learning Framework Market Research Report 2022
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Global Machine Learning Framework Market Research Report 2025

Code: QYRE-Auto-33G12522
Report
March 2025
Pages:91
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES
FEATURED COMPANIES
TensorFlow
Datawrapper GmbH
Tableau
PyTorch
Keras
Shogun
RapidMiner
Scikit-learn
Knime
Spell
IBM Watson Studio
OpenNN
Auto-WEKA
MLJAR
Apache Mahout
Neural Designer

Machine Learning Framework Market

The global market for Machine Learning Framework was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
North American market for Machine Learning Framework is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
Asia-Pacific market for Machine Learning Framework is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The global market for Machine Learning Framework in SMEs is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The major global companies of Machine Learning Framework include TensorFlow, IBM Watson Studio, Amazon, Microsoft, OpenNN, Auto-WEKA, Datawrapper, Google, MLJAR, Tableau, etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Machine Learning Framework, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Machine Learning Framework.
The Machine Learning Framework market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Machine Learning Framework market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Machine Learning Framework companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Machine Learning Framework Market Report

Report Metric Details
Report Name Machine Learning Framework Market
Segment by Type
  • Cloud-based
  • On-premises
Segment by Application
  • SMEs
  • Large Enterprises
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company TensorFlow, IBM Watson Studio, Amazon, Microsoft, OpenNN, Auto-WEKA, Datawrapper, Google, MLJAR, Tableau, PyTorch, Apache Mahout, Keras, Shogun, RapidMiner, Neural Designer, Scikit-learn, KNIME, Spell
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Machine Learning Framework company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Machine Learning Framework Market report?

Ans: The main players in the Machine Learning Framework Market are TensorFlow, IBM Watson Studio, Amazon, Microsoft, OpenNN, Auto-WEKA, Datawrapper, Google, MLJAR, Tableau, PyTorch, Apache Mahout, Keras, Shogun, RapidMiner, Neural Designer, Scikit-learn, KNIME, Spell

What are the Application segmentation covered in the Machine Learning Framework Market report?

Ans: The Applications covered in the Machine Learning Framework Market report are SMEs, Large Enterprises

What are the Type segmentation covered in the Machine Learning Framework Market report?

Ans: The Types covered in the Machine Learning Framework Market report are Cloud-based, On-premises

Recommended Reports

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AI & Deep Learning

Data Science Platforms

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Machine Learning Framework Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Cloud-based
1.2.3 On-premises
1.3 Market by Application
1.3.1 Global Machine Learning Framework Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 SMEs
1.3.3 Large Enterprises
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Machine Learning Framework Market Perspective (2020-2031)
2.2 Global Machine Learning Framework Growth Trends by Region
2.2.1 Global Machine Learning Framework Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Machine Learning Framework Historic Market Size by Region (2020-2025)
2.2.3 Machine Learning Framework Forecasted Market Size by Region (2026-2031)
2.3 Machine Learning Framework Market Dynamics
2.3.1 Machine Learning Framework Industry Trends
2.3.2 Machine Learning Framework Market Drivers
2.3.3 Machine Learning Framework Market Challenges
2.3.4 Machine Learning Framework Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Machine Learning Framework Players by Revenue
3.1.1 Global Top Machine Learning Framework Players by Revenue (2020-2025)
3.1.2 Global Machine Learning Framework Revenue Market Share by Players (2020-2025)
3.2 Global Machine Learning Framework Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Machine Learning Framework Revenue
3.4 Global Machine Learning Framework Market Concentration Ratio
3.4.1 Global Machine Learning Framework Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Machine Learning Framework Revenue in 2024
3.5 Global Key Players of Machine Learning Framework Head office and Area Served
3.6 Global Key Players of Machine Learning Framework, Product and Application
3.7 Global Key Players of Machine Learning Framework, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Machine Learning Framework Breakdown Data by Type
4.1 Global Machine Learning Framework Historic Market Size by Type (2020-2025)
4.2 Global Machine Learning Framework Forecasted Market Size by Type (2026-2031)
5 Machine Learning Framework Breakdown Data by Application
5.1 Global Machine Learning Framework Historic Market Size by Application (2020-2025)
5.2 Global Machine Learning Framework Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Machine Learning Framework Market Size (2020-2031)
6.2 North America Machine Learning Framework Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Machine Learning Framework Market Size by Country (2020-2025)
6.4 North America Machine Learning Framework Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Machine Learning Framework Market Size (2020-2031)
7.2 Europe Machine Learning Framework Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Machine Learning Framework Market Size by Country (2020-2025)
7.4 Europe Machine Learning Framework Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Machine Learning Framework Market Size (2020-2031)
8.2 Asia-Pacific Machine Learning Framework Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Machine Learning Framework Market Size by Region (2020-2025)
8.4 Asia-Pacific Machine Learning Framework Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Machine Learning Framework Market Size (2020-2031)
9.2 Latin America Machine Learning Framework Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Machine Learning Framework Market Size by Country (2020-2025)
9.4 Latin America Machine Learning Framework Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Machine Learning Framework Market Size (2020-2031)
10.2 Middle East & Africa Machine Learning Framework Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Machine Learning Framework Market Size by Country (2020-2025)
10.4 Middle East & Africa Machine Learning Framework Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 TensorFlow
11.1.1 TensorFlow Company Details
11.1.2 TensorFlow Business Overview
11.1.3 TensorFlow Machine Learning Framework Introduction
11.1.4 TensorFlow Revenue in Machine Learning Framework Business (2020-2025)
11.1.5 TensorFlow Recent Development
11.2 IBM Watson Studio
11.2.1 IBM Watson Studio Company Details
11.2.2 IBM Watson Studio Business Overview
11.2.3 IBM Watson Studio Machine Learning Framework Introduction
11.2.4 IBM Watson Studio Revenue in Machine Learning Framework Business (2020-2025)
11.2.5 IBM Watson Studio Recent Development
11.3 Amazon
11.3.1 Amazon Company Details
11.3.2 Amazon Business Overview
11.3.3 Amazon Machine Learning Framework Introduction
11.3.4 Amazon Revenue in Machine Learning Framework Business (2020-2025)
11.3.5 Amazon Recent Development
11.4 Microsoft
11.4.1 Microsoft Company Details
11.4.2 Microsoft Business Overview
11.4.3 Microsoft Machine Learning Framework Introduction
11.4.4 Microsoft Revenue in Machine Learning Framework Business (2020-2025)
11.4.5 Microsoft Recent Development
11.5 OpenNN
11.5.1 OpenNN Company Details
11.5.2 OpenNN Business Overview
11.5.3 OpenNN Machine Learning Framework Introduction
11.5.4 OpenNN Revenue in Machine Learning Framework Business (2020-2025)
11.5.5 OpenNN Recent Development
11.6 Auto-WEKA
11.6.1 Auto-WEKA Company Details
11.6.2 Auto-WEKA Business Overview
11.6.3 Auto-WEKA Machine Learning Framework Introduction
11.6.4 Auto-WEKA Revenue in Machine Learning Framework Business (2020-2025)
11.6.5 Auto-WEKA Recent Development
11.7 Datawrapper
11.7.1 Datawrapper Company Details
11.7.2 Datawrapper Business Overview
11.7.3 Datawrapper Machine Learning Framework Introduction
11.7.4 Datawrapper Revenue in Machine Learning Framework Business (2020-2025)
11.7.5 Datawrapper Recent Development
11.8 Google
11.8.1 Google Company Details
11.8.2 Google Business Overview
11.8.3 Google Machine Learning Framework Introduction
11.8.4 Google Revenue in Machine Learning Framework Business (2020-2025)
11.8.5 Google Recent Development
11.9 MLJAR
11.9.1 MLJAR Company Details
11.9.2 MLJAR Business Overview
11.9.3 MLJAR Machine Learning Framework Introduction
11.9.4 MLJAR Revenue in Machine Learning Framework Business (2020-2025)
11.9.5 MLJAR Recent Development
11.10 Tableau
11.10.1 Tableau Company Details
11.10.2 Tableau Business Overview
11.10.3 Tableau Machine Learning Framework Introduction
11.10.4 Tableau Revenue in Machine Learning Framework Business (2020-2025)
11.10.5 Tableau Recent Development
11.11 PyTorch
11.11.1 PyTorch Company Details
11.11.2 PyTorch Business Overview
11.11.3 PyTorch Machine Learning Framework Introduction
11.11.4 PyTorch Revenue in Machine Learning Framework Business (2020-2025)
11.11.5 PyTorch Recent Development
11.12 Apache Mahout
11.12.1 Apache Mahout Company Details
11.12.2 Apache Mahout Business Overview
11.12.3 Apache Mahout Machine Learning Framework Introduction
11.12.4 Apache Mahout Revenue in Machine Learning Framework Business (2020-2025)
11.12.5 Apache Mahout Recent Development
11.13 Keras
11.13.1 Keras Company Details
11.13.2 Keras Business Overview
11.13.3 Keras Machine Learning Framework Introduction
11.13.4 Keras Revenue in Machine Learning Framework Business (2020-2025)
11.13.5 Keras Recent Development
11.14 Shogun
11.14.1 Shogun Company Details
11.14.2 Shogun Business Overview
11.14.3 Shogun Machine Learning Framework Introduction
11.14.4 Shogun Revenue in Machine Learning Framework Business (2020-2025)
11.14.5 Shogun Recent Development
11.15 RapidMiner
11.15.1 RapidMiner Company Details
11.15.2 RapidMiner Business Overview
11.15.3 RapidMiner Machine Learning Framework Introduction
11.15.4 RapidMiner Revenue in Machine Learning Framework Business (2020-2025)
11.15.5 RapidMiner Recent Development
11.16 Neural Designer
11.16.1 Neural Designer Company Details
11.16.2 Neural Designer Business Overview
11.16.3 Neural Designer Machine Learning Framework Introduction
11.16.4 Neural Designer Revenue in Machine Learning Framework Business (2020-2025)
11.16.5 Neural Designer Recent Development
11.17 Scikit-learn
11.17.1 Scikit-learn Company Details
11.17.2 Scikit-learn Business Overview
11.17.3 Scikit-learn Machine Learning Framework Introduction
11.17.4 Scikit-learn Revenue in Machine Learning Framework Business (2020-2025)
11.17.5 Scikit-learn Recent Development
11.18 KNIME
11.18.1 KNIME Company Details
11.18.2 KNIME Business Overview
11.18.3 KNIME Machine Learning Framework Introduction
11.18.4 KNIME Revenue in Machine Learning Framework Business (2020-2025)
11.18.5 KNIME Recent Development
11.19 Spell
11.19.1 Spell Company Details
11.19.2 Spell Business Overview
11.19.3 Spell Machine Learning Framework Introduction
11.19.4 Spell Revenue in Machine Learning Framework Business (2020-2025)
11.19.5 Spell Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
FEATURED COMPANIES
TensorFlow
Datawrapper GmbH
Tableau
PyTorch
Keras
Shogun
RapidMiner
Scikit-learn
Knime
Spell
IBM Watson Studio
OpenNN
Auto-WEKA
MLJAR
Apache Mahout
Neural Designer
List of Tables
 Table 1. Global Machine Learning Framework Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of Cloud-based
 Table 3. Key Players of On-premises
 Table 4. Global Machine Learning Framework Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 5. Global Machine Learning Framework Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 6. Global Machine Learning Framework Market Size by Region (2020-2025) & (US$ Million)
 Table 7. Global Machine Learning Framework Market Share by Region (2020-2025)
 Table 8. Global Machine Learning Framework Forecasted Market Size by Region (2026-2031) & (US$ Million)
 Table 9. Global Machine Learning Framework Market Share by Region (2026-2031)
 Table 10. Machine Learning Framework Market Trends
 Table 11. Machine Learning Framework Market Drivers
 Table 12. Machine Learning Framework Market Challenges
 Table 13. Machine Learning Framework Market Restraints
 Table 14. Global Machine Learning Framework Revenue by Players (2020-2025) & (US$ Million)
 Table 15. Global Machine Learning Framework Market Share by Players (2020-2025)
 Table 16. Global Top Machine Learning Framework Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Framework as of 2024)
 Table 17. Ranking of Global Top Machine Learning Framework Companies by Revenue (US$ Million) in 2024
 Table 18. Global 5 Largest Players Market Share by Machine Learning Framework Revenue (CR5 and HHI) & (2020-2025)
 Table 19. Global Key Players of Machine Learning Framework, Headquarters and Area Served
 Table 20. Global Key Players of Machine Learning Framework, Product and Application
 Table 21. Global Key Players of Machine Learning Framework, Date of Enter into This Industry
 Table 22. Mergers & Acquisitions, Expansion Plans
 Table 23. Global Machine Learning Framework Market Size by Type (2020-2025) & (US$ Million)
 Table 24. Global Machine Learning Framework Revenue Market Share by Type (2020-2025)
 Table 25. Global Machine Learning Framework Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 26. Global Machine Learning Framework Revenue Market Share by Type (2026-2031)
 Table 27. Global Machine Learning Framework Market Size by Application (2020-2025) & (US$ Million)
 Table 28. Global Machine Learning Framework Revenue Market Share by Application (2020-2025)
 Table 29. Global Machine Learning Framework Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 30. Global Machine Learning Framework Revenue Market Share by Application (2026-2031)
 Table 31. North America Machine Learning Framework Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 32. North America Machine Learning Framework Market Size by Country (2020-2025) & (US$ Million)
 Table 33. North America Machine Learning Framework Market Size by Country (2026-2031) & (US$ Million)
 Table 34. Europe Machine Learning Framework Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 35. Europe Machine Learning Framework Market Size by Country (2020-2025) & (US$ Million)
 Table 36. Europe Machine Learning Framework Market Size by Country (2026-2031) & (US$ Million)
 Table 37. Asia-Pacific Machine Learning Framework Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 38. Asia-Pacific Machine Learning Framework Market Size by Region (2020-2025) & (US$ Million)
 Table 39. Asia-Pacific Machine Learning Framework Market Size by Region (2026-2031) & (US$ Million)
 Table 40. Latin America Machine Learning Framework Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 41. Latin America Machine Learning Framework Market Size by Country (2020-2025) & (US$ Million)
 Table 42. Latin America Machine Learning Framework Market Size by Country (2026-2031) & (US$ Million)
 Table 43. Middle East & Africa Machine Learning Framework Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 44. Middle East & Africa Machine Learning Framework Market Size by Country (2020-2025) & (US$ Million)
 Table 45. Middle East & Africa Machine Learning Framework Market Size by Country (2026-2031) & (US$ Million)
 Table 46. TensorFlow Company Details
 Table 47. TensorFlow Business Overview
 Table 48. TensorFlow Machine Learning Framework Product
 Table 49. TensorFlow Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 50. TensorFlow Recent Development
 Table 51. IBM Watson Studio Company Details
 Table 52. IBM Watson Studio Business Overview
 Table 53. IBM Watson Studio Machine Learning Framework Product
 Table 54. IBM Watson Studio Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 55. IBM Watson Studio Recent Development
 Table 56. Amazon Company Details
 Table 57. Amazon Business Overview
 Table 58. Amazon Machine Learning Framework Product
 Table 59. Amazon Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 60. Amazon Recent Development
 Table 61. Microsoft Company Details
 Table 62. Microsoft Business Overview
 Table 63. Microsoft Machine Learning Framework Product
 Table 64. Microsoft Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 65. Microsoft Recent Development
 Table 66. OpenNN Company Details
 Table 67. OpenNN Business Overview
 Table 68. OpenNN Machine Learning Framework Product
 Table 69. OpenNN Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 70. OpenNN Recent Development
 Table 71. Auto-WEKA Company Details
 Table 72. Auto-WEKA Business Overview
 Table 73. Auto-WEKA Machine Learning Framework Product
 Table 74. Auto-WEKA Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 75. Auto-WEKA Recent Development
 Table 76. Datawrapper Company Details
 Table 77. Datawrapper Business Overview
 Table 78. Datawrapper Machine Learning Framework Product
 Table 79. Datawrapper Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 80. Datawrapper Recent Development
 Table 81. Google Company Details
 Table 82. Google Business Overview
 Table 83. Google Machine Learning Framework Product
 Table 84. Google Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 85. Google Recent Development
 Table 86. MLJAR Company Details
 Table 87. MLJAR Business Overview
 Table 88. MLJAR Machine Learning Framework Product
 Table 89. MLJAR Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 90. MLJAR Recent Development
 Table 91. Tableau Company Details
 Table 92. Tableau Business Overview
 Table 93. Tableau Machine Learning Framework Product
 Table 94. Tableau Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 95. Tableau Recent Development
 Table 96. PyTorch Company Details
 Table 97. PyTorch Business Overview
 Table 98. PyTorch Machine Learning Framework Product
 Table 99. PyTorch Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 100. PyTorch Recent Development
 Table 101. Apache Mahout Company Details
 Table 102. Apache Mahout Business Overview
 Table 103. Apache Mahout Machine Learning Framework Product
 Table 104. Apache Mahout Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 105. Apache Mahout Recent Development
 Table 106. Keras Company Details
 Table 107. Keras Business Overview
 Table 108. Keras Machine Learning Framework Product
 Table 109. Keras Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 110. Keras Recent Development
 Table 111. Shogun Company Details
 Table 112. Shogun Business Overview
 Table 113. Shogun Machine Learning Framework Product
 Table 114. Shogun Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 115. Shogun Recent Development
 Table 116. RapidMiner Company Details
 Table 117. RapidMiner Business Overview
 Table 118. RapidMiner Machine Learning Framework Product
 Table 119. RapidMiner Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 120. RapidMiner Recent Development
 Table 121. Neural Designer Company Details
 Table 122. Neural Designer Business Overview
 Table 123. Neural Designer Machine Learning Framework Product
 Table 124. Neural Designer Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 125. Neural Designer Recent Development
 Table 126. Scikit-learn Company Details
 Table 127. Scikit-learn Business Overview
 Table 128. Scikit-learn Machine Learning Framework Product
 Table 129. Scikit-learn Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 130. Scikit-learn Recent Development
 Table 131. KNIME Company Details
 Table 132. KNIME Business Overview
 Table 133. KNIME Machine Learning Framework Product
 Table 134. KNIME Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 135. KNIME Recent Development
 Table 136. Spell Company Details
 Table 137. Spell Business Overview
 Table 138. Spell Machine Learning Framework Product
 Table 139. Spell Revenue in Machine Learning Framework Business (2020-2025) & (US$ Million)
 Table 140. Spell Recent Development
 Table 141. Research Programs/Design for This Report
 Table 142. Key Data Information from Secondary Sources
 Table 143. Key Data Information from Primary Sources
 Table 144. Authors List of This Report


List of Figures
 Figure 1. Machine Learning Framework Picture
 Figure 2. Global Machine Learning Framework Market Size Comparison by Type (2020-2031) & (US$ Million)
 Figure 3. Global Machine Learning Framework Market Share by Type: 2024 VS 2031
 Figure 4. Cloud-based Features
 Figure 5. On-premises Features
 Figure 6. Global Machine Learning Framework Market Size by Application (2020-2031) & (US$ Million)
 Figure 7. Global Machine Learning Framework Market Share by Application: 2024 VS 2031
 Figure 8. SMEs Case Studies
 Figure 9. Large Enterprises Case Studies
 Figure 10. Machine Learning Framework Report Years Considered
 Figure 11. Global Machine Learning Framework Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 12. Global Machine Learning Framework Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 13. Global Machine Learning Framework Market Share by Region: 2024 VS 2031
 Figure 14. Global Machine Learning Framework Market Share by Players in 2024
 Figure 15. Global Top Machine Learning Framework Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Framework as of 2024)
 Figure 16. The Top 10 and 5 Players Market Share by Machine Learning Framework Revenue in 2024
 Figure 17. North America Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 18. North America Machine Learning Framework Market Share by Country (2020-2031)
 Figure 19. United States Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 20. Canada Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 21. Europe Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 22. Europe Machine Learning Framework Market Share by Country (2020-2031)
 Figure 23. Germany Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 24. France Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 25. U.K. Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 26. Italy Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 27. Russia Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 28. Nordic Countries Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. Asia-Pacific Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 30. Asia-Pacific Machine Learning Framework Market Share by Region (2020-2031)
 Figure 31. China Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 32. Japan Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 33. South Korea Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 34. Southeast Asia Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 35. India Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 36. Australia Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 37. Latin America Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 38. Latin America Machine Learning Framework Market Share by Country (2020-2031)
 Figure 39. Mexico Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 40. Brazil Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 41. Middle East & Africa Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. Middle East & Africa Machine Learning Framework Market Share by Country (2020-2031)
 Figure 43. Turkey Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 44. Saudi Arabia Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 45. UAE Machine Learning Framework Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 46. TensorFlow Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 47. IBM Watson Studio Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 48. Amazon Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 49. Microsoft Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 50. OpenNN Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 51. Auto-WEKA Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 52. Datawrapper Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 53. Google Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 54. MLJAR Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 55. Tableau Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 56. PyTorch Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 57. Apache Mahout Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 58. Keras Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 59. Shogun Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 60. RapidMiner Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 61. Neural Designer Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 62. Scikit-learn Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 63. KNIME Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 64. Spell Revenue Growth Rate in Machine Learning Framework Business (2020-2025)
 Figure 65. Bottom-up and Top-down Approaches for This Report
 Figure 66. Data Triangulation
 Figure 67. Key Executives Interviewed
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