atul04

Heart-Beat-Classification

A CNN based approach to classify heart beat sounds into the categories of heart diseases like Murmur, aristole

Understanding-The-Deepfakes-using-Keras

Coursera hand held project to understand the deepfakes using keras (DCGAN)

awesome-interview-questions

:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:

Banck-Cheque-OCR-and-MICR-Detection

Bank Cheque OCR using Pytesseract and MICR detection using contour detection and pattern recognition

Explainable-Latent-Structures-Using-Attention

Semantic-Code-Matcher

Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

atul04

Config files for my GitHub profile.

awesome-low-level-design

This repository contains low level design resources to improve coding skills and prepare for interviews.

code2seq

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

Coronavirus-Visualisation

Data-Extractor

Deep Neural Network to automatically extract the particular field of data from the network

DCST

Decision_tree

A Step by Step Gradient Boosting Decision Tree Example

DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

diora

Deep Inside-Outside Recursive Autoencoder

flag_emoticons

Grammar-Correction

Grammar Correction Module using seq2seq model with the attentive decoder

gRPC-With-Image-Similarity

HandWritten-Digit-Recognition-GUI

GUI based handwritten Digit Recognition

Load_generator

Parse-Tree-Visualisation-Helping-Files-For-RLSPINN-Model-

How to convert the action vectors into a Parse Tree and other helping functions for the tree metrics

PiazzaVirtualAssistant

Targeting the Piazza platform to automate the process of answering of queries.

PyTorch-Programming-CNN-FASHION_MNIST

CNN network implemented using the Pytorch Framework from the scratch for classifying the Fashion - MNIST data set, activation layer of RELU is used for the nolinearity and cross entropy for the final backward error propagation, for better visualisation Tensorboard is also incorporated which helped in fine tuning of the hyper params

scikit-learn-tips

:robot::zap: Daily scikit-learn tips

Speech-Recognition-in-Indian-Languages

Speech-Transformer

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.

Titanic_survival_learning

Learning survival stats on titanic dataset

TopicClassificationChallenge

Long english text passages are given, a genuine topic is needed to be assigned to the particular text passage. After cleaning the dataset, features were learnt using thidf approach, Linear SVC is used to get the final prediction

TransformerTTS

🤖💬 Implementation of a Transformer based neural network for text to speech.