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1.
Nonnegative matrix and tensor factorizations: applications to exploratory multi-way data analysis and blind source separation Andrzej Cichocki, Rafal Zdunek, Anh Huy Phan and Shun-Ichi Amari

by Cichocki, Andrzej | Zdunek, Rafal [Auth.].

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: UK Wiley 2009Availability: Items available for reference: NISER LIBRARY: R (REFERENCE) (1)Call number: 519.254 CIC-N.

2.
Machine learning: a probabilistic perspective

by Murphy, Kevin P.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Cambridge MIT Press 2012Availability: Items available for reference: NISER LIBRARY: R (REFERENCE) (1)Call number: 519.67 MUR-M.

3.
Foundations of machine learning

by Mohri, Mehryar | Rostamizadeh, Afshin | Talwalkar, Ameet.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Cambridge MIT Press 2012Availability: Items available for reference: NISER LIBRARY: R (REFERENCE) (1)Call number: 519.67 MOH-F.

4.
Introduction to machine learning

by Alpaydin, E.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: New Delhi PHI 2014Availability: Items available for loan: NISER LIBRARY (1)Call number: 519.67 ALP-I. SMS Library (1)Call number: 519.67 ALP-I. Items available for reference: NISER LIBRARY: R (REFERENCE) (1)Call number: 519.67 ALP-I. Not available: NISER LIBRARY: Checked out (1).

5.
Machine Learning

by Mitchell, Tom M.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: New Delhi Mcgraw hill 2013Availability: Items available for loan: NISER LIBRARY (3)Call number: 004.85 MIT-M, ... Items available for reference: NISER LIBRARY: R (REFERENCE) (1)Call number: 004.85 MIT-M.

6.
Pattern recognition and machine learning

by Bishop, C. M.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Newyork Springer 2006Availability: Items available for loan: NISER LIBRARY (1)Call number: 519.67 BIS-P. Items available for reference: NISER LIBRARY: R (REFERENCE) (1)Call number: 519.67 BIS-P.

7.
Deep learning

by Goodfellow, Ian | Bengio, Yoshua | Courville, Aaron.

Series: Adaptive computation and machine learning seriesMaterial type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: London MIT Press Cambridge 2016Availability: Items available for loan: NISER LIBRARY (5)Call number: 004.85 GOO-D , ... Items available for reference: NISER LIBRARY: R (REFERENCE) (1)Call number: 004.85 GOO-D.

8.
Python machine learning by example : easy-to-follow examples that get you up and running with machine learning

by Liu, Yuxi (Hayden).

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Birmingham: Packt Publishing, 2017Availability: Items available for reference: NISER LIBRARY: R (REFERENCE) (1)Call number: 004.8 LIU-P.

9.
Introduction to Machine Learning with Python.

by Guido, Sarah.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: [S.l.]: O'Reilly Media, 2016Availability: Not available: NISER LIBRARY: Checked out (1).
  (2 votes)
10.
Tensorflow machine learning cookbook

by Mcclure, Nick.

Series: Over 60 recipes to build inetlligent machine learning systems with the power of pythonEdition: 2nd ed.Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Birmingham Packt 2018Availability: Not available: NISER LIBRARY: Checked out (1).

11.
Fundamentals of machine learning for predictive data analytics: algorithms, worked examples, and case studies

by Kelleher, John D | Mac Namee, Brian | D'Arcy, Aoife.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: London MIT press 2015Availability: Items available for loan: NISER LIBRARY (2)Call number: 004.85 KEL-F, ...

12.
Machine learning: algorithms and applications

by Mohammed, Mohssen | Khan, Muhammad Badruddin | Bashier, Eihab Bashier Mohammed.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Boca Raton CRC Press 2017Availability: Items available for loan: NISER LIBRARY (2)Call number: 004.85 MOH-M, ...

13.
Machine learning: a constraint-based approach

by Gori, Marco.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Cambridge Morgan kaufmann 2018Availability: Items available for loan: NISER LIBRARY (1)Call number: 004.85 GOR-M.

14.
First course in machine learning (A)

by Rogers, Simon.

Series: Chapman & hall/CRC machine learning & pattern recognition seriesEdition: 2nd ed.Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: New York CRC press 2017Availability: Items available for loan: NISER LIBRARY (2)Call number: 519.67 ROG-F, ...
  (1 votes)
15.
Hands-on machine learning with scikit-learn,keras & tensor flow Concepts,Tools, and techniques to build intelligent systems

by Geron, Aurelien.

Edition: 2nd ed.Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: USA oreilly 2019Availability: Items available for reference: NISER LIBRARY: R (REFERENCE) (1)Call number: 004.85 GER-H. Not available: NISER LIBRARY: Checked out (1).

16.
Understanding machine learning :from theory to algorithms

by Shwartz, Shai Shalev | Ben David, Shai.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: United Kingdom: Cambridge University Press, 2014Availability: Items available for loan: NISER LIBRARY (2)Call number: 004.85 SHW-U, ... SMS Library (2)Call number: 004.85 SHW-U, ...

17.
Deep learning

by Kelleher, John D.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: London: The Mit Press, 2019Availability: Items available for loan: NISER LIBRARY (1)Call number: 004.85 KEL-D.

18.
Machine learning for chemical dynamics simulations

by Barethiya, Shrishti | Lourderaj, Upakarasamy.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Bhubaneswar: NISER, 2022Availability: Items available for reference: NISER LIBRARY: Not for loan (1)Call number: 544.435:004.85 BAR-M.

19.
Optimisation of perovskite cell with the help of machine learning

by Saji, Sharun P | Senanayak, Satyaprasad P.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Bhubaneswar: NISER, 2022Availability: Items available for reference: NISER LIBRARY: Not for loan (1)Call number: 549.641 SAJ-O.

20.
Compressed neural networks and dataset debiasing

by Iqbal, Sahel Mohammad | Mishra, Subhankar.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Bhubaneswar: NISER, 2022Availability: Items available for reference: NISER LIBRARY: Not for loan (1)Call number: 519.67 IQB-C.

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