Krishna Praveen's repositories

Capacitated-Vehicle-Routing-Problem

Capacitated vehicle routing problem implemented in python using DEAP package. Non dominated sorting Genetic algorithm is used to solve Multiobjective problem of minimizing Total distance travelled by all vehicles and minimizing total number of vehicles at same time.

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Genitic-and-Particle-swarm-Optimization

A new algorithm which uses Non dominated sorting genetic algorithm and Non dominated sorting particle swarm optimization to evaluate Job sequence in Machine shop

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py-ga-VRPTW

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

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2020_Notes

A collection of notes regarding various topics. (Bash, PyTorch, Spark, etc.)

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awesome-deep-learning-papers

The most cited deep learning papers

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big-AGI

Generative AI suite powered by state-of-the-art models and providing advanced AI/AGI functions. It features AI personas, AGI functions, multi-model chats, text-to-image, voice, response streaming, code highlighting and execution, PDF import, presets for developers, much more. Deploy on-prem or in the cloud.

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cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

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colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

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darknet

Windows and Linux version of Darknet Yolo v2 & v3 Neural Networks for object detection

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data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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datasciencecoursera

This is repository to store all the code that will be attempted in data science specialization of Coursera website

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datasharing

The Leek group guide to data sharing

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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FreeML

Data Science Resources (Mostly Free)

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Intro_to_statistical_learning

These are the custom assignments based on book Introduction to Statistical Learning in R

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Inventory-Optimization

Scripts inspired by book Inventory Optimization by Nicolas Vandeput.

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Keras-GAN

Keras implementations of Generative Adversarial Networks.

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krishna-praveen.github.io

Personal website repository

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machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

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nupic

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

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Stock-scraping

Stocks and Mutual funds scrapper

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TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

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