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Kumar's Projects

machine-learning icon machine-learning

In this repository, I upload my Complete Machine Learning code which I have learned from different courses(Coursera, udemy, edx, udacity), different websites blogs, different tutorials from YouTube, books, and research papers. I have covered both Supervised and Unsupervised Machine Learning Algorithms with Practical Implementation.

missforest icon missforest

missForest is a nonparametric, mixed-type imputation method for basically any type of data for the statistical software R.

mit-deep-learning icon mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_crash_course_plugin20 icon nlp_crash_course_plugin20

Contains relevant notebooks for the hands-on NLP workshop for the Analytics India Magazine Plugin Conference -2020 Edition

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

path_explain icon path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.

practicalai icon practicalai

📚 A practical approach to learning and using machine learning.

probability_cheatsheet icon probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

python icon python

All Algorithms implemented in Python

talos icon talos

Hyperparameter Optimization for Keras Models

tensorflow icon tensorflow

This Repository contains all tensorflow tutorials.

tf2_course icon tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

toolbox icon toolbox

Curated list of libraries for a faster machine learning workflow

wswp icon wswp

Code for the second edition Web Scraping with Python book by Packt Publications

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