prateekg Goto Github PK

3gdata

bilstms-with-attention-for-aggression-detection

Accompanying code for the paper: LSTMs with Attention for Aggression Detection (TRAC @ COLING 2018)

chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots.

coursera-deeplearning-specialization

Homework from the deeplearning.ai Deep Learning Specialization on Coursera (Completed)

deep-learning-

keras codes

eigen-faces

Facial Recognition using the PCA Decomposition to calculate the Eigen Faces

emotion-detection

Detects the human emotion in binary form {0: Not Happy, 1: Happy} with test accuracy of 95+%

facepalm

Downloads multiple images from a facebook post

git

Contains the model for the news_matching from TOI and HT website.

gmail_connection

It connects you to the gmail with the username and password and then you can do the sentiment analysis of the mails in the inbox

gpt-2-text-generation

Transformer Language Model to generate complex synthetic conversation and continuation of the input file.

image-segmentation

U-Net Architecture Implementation from https://arxiv.org/pdf/1505.04597.pdf

imap-import

Import emails from multiple IMAP accounts to a central Gmail account

keras_tensorflow

Keras module Python

kmeans---python

linear_regression

Python Linear_Model

linkedlist-and-stack

Linked List and Stack

lstms-with-attention-for-aggression-detection

Accompanying code for the paper: LSTMs with Attention for Aggression Detection (TRAC @ COLING 2018)

machine-translation-using-lstms

Our code performs the machine translation using the LSTMs layers at Encoder and Decoder part. Data for language pairs can be downloaded from: https://www.manythings.org/anki/

machine-trasnlation---attention-mechanism

The repository focuses on implementing the machine translation using translated pairs of Dutch and English. The architecture uses the BahdanauDecoder to implement the attention mechanism and generate the translated sequence using the hidden encoder states. For a variance in the architecture, bi-directional encoder hidden states can be used along with different attention mechanism like LoungDecoder.

nearest_neighbour

Follows a path from intial vertex to the next nearest vertex until all vertex are visited

neural-networks

Content

news_matching

It matches the similar news from the two website urls and prints them.

os-module

Delete the directories

pdftableextract

PDFTableExtract

prateekg.github.io

Build a Jekyll blog in minutes, without touching the command line.

price-forecasting

Generalized model on different company stocks to predict the Revenue and Income of a random stock company

pytorch-data

Understand the functioning of data loading and how important it is to successfully implement any deep learning model.

question_generation

Neural question generation using transformers

rnn_model

LSTM