Sleeba Paul

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.

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

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

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

linear_regression_tutorial. A tutorial on Linear Regression and coding it using TensorFlow

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

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

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

end_2_end_ML. End to end ML production pipeline from training to deployment using MLflow and Seldon Core