sleebapaul/end_2_end_ML

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Created about 3 years ago
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sleebapaul/end_2_end_ML

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End to end ML production pipeline from training to deployment using MLflow and Seldon Core

res_nets_tutorial

A tutorial on Residual Networks which was originally proposed by Kaiming He, Xiangyu Zhang, Shaoqing Ren and Jian Sun from Microsoft Research Team.

Jupyter Notebook

attnGAN

Pytorch implementation for reproducing AttnGAN results in the paper AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks by Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He.

AuriaKathi

This repo contains code of Auria Kathi - The first Artificial Poet Artist

vanishing_gradients

This is a discussion on an old problem, named Vanishing Gradients, which hindered decades of Deep Learning Research.

masters_thesis_project

M. Tech. Thesis Project on Detection and Identification of Hybrid Distribution System Using Wavelet Transform and Artificial Neural Networks.

gospel_of_rnn

This repo contains the language modelling tasks (word level and character level) using PyTorch

Jupyter Notebook

linear_regression_tutorial

A tutorial on Linear Regression and coding it using TensorFlow

Jupyter Notebook

hello_tensorflow

A beginner tutorial on TensorFlow, the Machine Learning Library from Google.

Jupyter Notebook

sentiment_analysis_take_off_movie

Using bookmyshow reviews, sentiments of people about the movie is plotted

Jupyter Notebook

data_analysis_with_R_udacity

The assignments and programming tasks of free course included in Data Analyst Nanodegree offered by Facebook. I've created Jupyter Notebooks for each lesson to include code as well as class notes which will help the reader to get tutorial experience rather than just dry code.

Jupyter Notebook