sleebapaul

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

gospel_of_rnn

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

hello_tensorflow

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

linear_regression_tutorial

A tutorial on Linear Regression and coding it using TensorFlow

masters_thesis_project

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

Optimization-Techniques

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.

vanishing_gradients

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

yolov2-numpy-wrapper

A python wrapper to handle numpy arrays for YOLOV2.

sleebapaul/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.

sleebapaul/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.

sleebapaul/AuriaKathi

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

sleebapaul/masters_thesis_project

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

sleebapaul/vanishing_gradients

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

sleebapaul/gospel_of_rnn

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

sleebapaul/linear_regression_tutorial

A tutorial on Linear Regression and coding it using TensorFlow

sleebapaul/hello_tensorflow

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

sleebapaul/sentiment_analysis_take_off_movie

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

sleebapaul/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.

sleebapaul/end_2_end_ML

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

sleebapaul/Optimization-Techniques

sleebapaul/yolov2-numpy-wrapper

A python wrapper to handle numpy arrays for YOLOV2.

sleebapaul/codeforces

Adventures of a late bloomer at codeforces/leetcode

sleebapaul/datasci_course_materials

Public repository for course materials for the Data Science at Scale Specialization at Coursera

sleebapaul/deep_learning_google_udacity

Programming Assignments of Udacity Deep Learning Course by Google

sleebapaul/Handwriting-Recongnition

Recognize hand written digits using trained ANN

sleebapaul/LinkAdaptationCSI

sleebapaul/Machine-Learning-In-Basic-Python

Machine Learning Algorithms Implementations using basic Python DataStructures

sleebapaul/Machine_learning_assignments_Andrew_Ng_Coursera

Contains all MATLAB programming assignments of Machine Learning course taught by Andrew Ng

sleebapaul/MingleMaster

sleebapaul/MIT_6.001x-Assignments-

Introduction to computer programming using Python ( MIT 6.001x ) Assignments -Python scripts

sleebapaul/MIT_6.008.1x_Assignments

Computational Probability and Inference

sleebapaul/motion-heatmap-cpp

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.

sleebapaul/naive_bayes_tutorial

A beginner tutorial on Naive Bayes Classifier with code to implement a Spam/Ham SMS classification

sleebapaul/ny_iso_energy_forecast_using_ARIMA

Using Auto Regressive Integrated Moving Average model, the energy forecast for New York ISO is calculated.

sleebapaul/overhead-camera-people-counter

People counting algorithm using an overhead video camera

sleebapaul/sleebapaul

sleebapaul/sleebapaul.github.io

Personal Website

sleebapaul/udacity-cpp

C++ learning and adventures