On Text Classification based on Deep Learning/Neural Networks Text Classification Using LSTM and visualize Word Embeddings: Part-1 https://medium.com/@sabber/classifying-yelp-review-comments-using-lstm-and-word-embeddings-part-1-eb2275e4066b Different approaches of Text Classification https://www.kdnuggets.com/2018/07/text-classification-lstm-cnn-pre-trained-word-vectors.html How to do text classification with CNNs, TensorFlow and word embedding https://towardsdatascience.com/how-to-do-text-classification-using-tensorflow-word-embeddings-and-cnn-edae13b3e575 Classification of Customer Complaints using Tensorflow: Text Classification with Word Embeddings https://medium.com/@opalkabert/classification-of-customer-complaints-using-tensorflow-text-classification-with-word-embeddings-e87952b5147c An analysis of hierarchical text classification using …
Category: ব্লগ । Blog
ব্লগ । Blog
Apr 21
Text Classification such as article category classification with Deep Learning/Neural Network Approach
Text Classification such as article category classification with Deep Learning/Neural Network Approach What deep learning method to use to classify text files? https://www.quora.com/What-deep-learning-method-to-use-to-classify-text-files Classification Examples: https://faroit.com/keras-docs/0.3.3/examples/ Best Practices for Document Classification with Deep Learning https://machinelearningmastery.com/best-practices-document-classification-deep-learning/ LSTM with sentence representations for document-level sentiment classification https://www.sciencedirect.com/science/article/pii/S092523121830479X A C-LSTM Neural Network for Text classification https://www.groundai.com/project/a-c-lstm-neural-network-for-text-classification/ Text Classification, Part …
Apr 21
Sequence Classification using Deep Learning
"Sequence classification has a broad range of applications such as genomic analysis, information retrieval, health informatics, finance, and abnormal detection…." Ref: Theory: https://www.cs.sfu.ca/~jpei/publications/Sequence%20Classification.pdf Sequence Classification in Keras/Python, LSTM, GRU, BIDirectional LSTM https://machinelearningmastery.com/develop-bidirectional-lstm-sequence-classification-python-keras/ Sequence Classification Using Deep Learning "This example uses the Japanese Vowels data set as described in [1] and [2]. This example trains an …
Apr 19
NLP, Machine Learning, Deep Learning
Machine Learning and Deep Learning Courses https://www.andrewng.org/courses/ Weka: Data Mining and Machine Learning https://www.cs.waikato.ac.nz/ml/weka/book.html On PLSA and NLP: http://times.cs.uiuc.edu/course/598f13/plsa-note.pdf Lectures on NLP Topics: http://www.cs.virginia.edu/~hw5x/ Automatic hand-written digit clustering using Bernoulli Mixture Models and Expectation-Maximization. https://github.com/manfredzab/bernoulli-mixture-models Sayed Ahmed sayedum Linkedin: https://ca.linkedin.com/in/sayedjustetc Blog: http://sitestree.com, http://bangla.salearningschool.com
Apr 17
On Reinforcement Learning:
On Reinforcement Learning: Questions and Answers https://www.inf.ed.ac.uk/teaching/courses/rl/tutorials.html Monte Carlo: https://medium.com/@zsalloum/monte-carlo-in-reinforcement-learning-the-easy-way-564c53010511 TD in Reinforcement Learning, the Easy Way: Temporal Difference https://towardsdatascience.com/td-in-reinforcement-learning-the-easy-way-f92ecfa9f3ce Implementations of TD Algorithms: https://github.com/dennybritz/reinforcement-learning/tree/master/TD Learning and Planning: https://courses.cs.washington.edu/courses/csep573/12au/lectures/18-rl.pdf Sayed Ahmed sayedum Linkedin: https://ca.linkedin.com/in/sayedjustetc Blog: http://sitestree.com, http://bangla.salearningschool.com
Jan 27
Bloomberg: Theme of the Week
From Bloomberg: China Inc. Is Battling a Crisis of Confidence – Anjani Trivedi Home Truths Are Holding Back China’s Consumers – Nisha Gopalan The U.S.-China Cold War Will Worsen Before It Improves – Tyler Cowen How the U.S. Could Lose a Tech Cold War – Andrew Browne China Wants to Dominate the Internet – Emily …
Jan 25
Change default browser for Jupyter Notebook
To Chrome " import webbrowser webbrowser.register(‘chrome’, None, webbrowser.GenericBrowser(‘C:\Program Files (x86)\Google\Chrome\Application\chrome.exe’)) c.NotebookApp.browser = ‘chrome’ " Ref: https://support.anaconda.com/customer/en/portal/articles/2925919-change-default-browser-in-jupyter-notebook
Jan 22
Recent Announcements from AWS
A Weekly Review from AWS Newsletter A Weekly Review of the Latest Announcements from AWS What’s New with AWS Amazon EBS Integrates with AWS Backup to Protect Your Volumes Introducing Amazon Elastic File System Integration with AWS Backup AWS Storage Gateway Integrates with AWS Backup to Protect Volumes Managed through Volume Gateway Amazon EC2 T3 …
Jan 07
মেশিন লারনিং ঃ Implement: Multivariate Regression: Python
মেশিন লারনিং ঃ Implement: Multivariate Regression: Python শত ভাগ সঠিক নাউ হতে পারে। Theory reference: https://www.cmpe.boun.edu.tr/~ethem/i2ml/slides/v1-1/i2ml-chap5-v1-1.pdf . This is an approximate solution to start with. Understand the theory and then adjust/fix/improve import numpy as np import random print(‘Iterations: rows: Please enter the number of samples for each variable/dimension’) n_number_of_samples_rows = int(input()) print(‘Columns: Dimensions: Please enter …
Jan 06
Laravel Accountant Package, MyCLI, Development on an iPad, and More — №238
Building a Chatbot with Laravel and BotMan "Building a Chatbot with Laravel and Botman" is a hands on guide to building your own personal chatbot. " Learn More Accountant Laravel Package The Accountant composer package is a Laravel accountably package for your Eloquent models by developer Quetzy Garcia. Read More MyCLI: A MySQL CLI with …
