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Tarun Saini's Projects

tds_black_box_models_more_explainable icon tds_black_box_models_more_explainable

Jupyter Notebook used for writing the article "Black-Box models are actually more explainable than a Logistic Regression" published in Towards Data Science: https://towardsdatascience.com/black-box-models-are-actually-more-explainable-than-a-logistic-regression-f263c22795d

tensor-poet icon tensor-poet

Tensorflow jupyter-notebook for visualization of text-generation from multiple sources with deep LSTMs

tensor2robot icon tensor2robot

Distributed machine learning infrastructure for large-scale robotics research

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow2-generative-models icon tensorflow2-generative-models

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

tensorwatch icon tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

text-analytics-with-python icon text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

text-classification icon text-classification

Code examples and presentation slides from Machine Learning ID #2 Meetup - Yogyakarta

text-summarization icon text-summarization

A basic from the scratch C++ & Python implementation of exhaustive & text rank methods of text summarization.

text-summarization-3 icon text-summarization-3

Automatic summarization is the process of shortening a text document with software, in order to create a summary with the major points of the original document. Technologies that can make a coherent summary take into account variables such as length, writing style and syntax.

text-summarizer icon text-summarizer

Understand Text Summarization and create your own summarizer in python

text-summarizer-2 icon text-summarizer-2

Text Summary tool - a project which was part of Artificial Intelligence course at BITS Pilani

text-summarizer-in-python-v1 icon text-summarizer-in-python-v1

This program summarize the given paragraph and summarize it. It is of two category such as summarize input text from the keyboard or summarize the text parsed by BeautifulSoup Parser.

text_summarization icon text_summarization

various ways to summarize text and for multiple languages using Python Library. Created on 13 Mar 2018

textsumma icon textsumma

reimplementing Neural Summarization by Extracting Sentences and Words

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