Sleeba Paul's Projects
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.
This repo contains code of Auria Kathi - The first Artificial Poet Artist
Adventures of a late bloomer at codeforces/leetcode
My solutions for assignments in this course.
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.
Public repository for course materials for the Data Science at Scale Specialization at Coursera
Programming Assignments of Udacity Deep Learning Course by Google
End to end ML production pipeline from training to deployment using MLflow and Seldon Core
This repo contains the language modelling tasks (word level and character level) using PyTorch
Recognize hand written digits using trained ANN
A beginner tutorial on TensorFlow, the Machine Learning Library from Google.
A tutorial on Linear Regression and coding it using TensorFlow
Machine Learning Algorithms Implementations using basic Python DataStructures
Contains all MATLAB programming assignments of Machine Learning course taught by Andrew Ng
M. Tech. Thesis Project on Detection and Identification of Hybrid Distribution System Using Wavelet Transform and Artificial Neural Networks.
Introduction to computer programming using Python ( MIT 6.001x ) Assignments -Python scripts
Computational Probability and Inference
This sample application is useful to see movement patterns over time. For example, it could be used to see the usage of entrances to a factory floor over time, or patterns of shoppers in a store.
A beginner tutorial on Naive Bayes Classifier with code to implement a Spam/Ham SMS classification
Using Auto Regressive Integrated Moving Average model, the energy forecast for New York ISO is calculated.
People counting algorithm using an overhead video camera
A tutorial on Residual Networks which was originally proposed by Kaiming He, Xiangyu Zhang, Shaoqing Ren and Jian Sun from Microsoft Research Team.
Using bookmyshow reviews, sentiments of people about the movie is plotted
Personal Website
C++ learning and adventures
This is a discussion on an old problem, named Vanishing Gradients, which hindered decades of Deep Learning Research.