darshanbagul,Darshan Bagul,github

async_processor

A flask based server to process bash commands asynchronously using Celery

autoencoders

Implementing a simple neural network based and a convolutional autoencoder using tensorflow

bayesiannetworks

Implementation of a Bayesian Network to model probability distributions of several variables pertaining US Universities obtained from US News and World Report.

cats-vs-dogs

Create an algorithm to distinguish dogs from cats using convolutional neural networks in Keras and Tensorflow

cervical_cancer_kaggle

Implementation of a classification algorithm which accurately identifies cervix type based on images for Kaggle challenge using Keras

chord_dht

Implementation of a simplified version of Distributed HashTable based on CHORD protocol in Android

codelab_tf_without_phd

My solutions for exercises in the beginner course by Martin Görner, Google Cloud Platform Developer Advocate for learning Tensorflow

computervision

Implementing interesting computer vision algorithms

coursera-ml-recsys

AI Related Projects

coursera_machine-learning

Coursera Machine Learning Exercises

deep_reinforcement_learning

Repository to document my experiments and learnings in the field of deep reinforcement learning

donorschoose

A D3.js and Flask powered data analytics dashboard for visualising donations to DonorsChoose Organisation

emotiondetector

NLP emotion detector from text

entitymanagement

A Django-Angular powered role based entity management dashboard which helps you organise data of entities from variety of fields such as restaurants, retail stores, real-estate brokers, banks,etc.

fooddetector

Building a deep learning model to detect food using camera images, trained on Food-101 dataset.

group_messenger_total_fifo_ordering

Implementation of an Android Group Messenger with TOTAL and FIFO ordering guarantees using modified ISIS algorithm

hallucinetwork

Generating deep dream visualisations using activation feature maps of a pretrained Google Inception-v3 Convolutional Network

houghcircles

Implementation of hough transform algorithm for detecting circular objects in a given image

housepicker

A real-estate recommender system based on user preferences using content filtering algorithm

keras-android

Implementation of Handwritten digits classification from MNIST on Android using Keras and TensorFlow.

letor_linear_regression

Implementation of linear regression using closed form solution and SGD to solve Learning to Rank (LeToR) problem in Information Retrieval

lstm_sentiment_classification

Implementation of LSTM architecture in Keras to perform sentiment analysis on movie reviews from the Large Movie Review Dataset.

mit_6.s094_selfdrivingcars

A repository containing solutions to the challenges presented in the course MIT 6.S094: Deep Learning for Self-Driving Cars

neural_machine_translation

Implementation of a Machine Translator using a Sequence to Sequence LSTM Network with Attention

oxford_deepnlp

Repository for solutions to exercises in the course Oxford Deep NLP 2017 course

recommendersystems

Coursera Recommender Systems Exercises

reddit_comment_generator

Implementing a GRU RNN with Python and Theano for generating Reddit comments

repotest

First API repo

santander_customer_satisfaction

My solution for Santander Customer Satisfaction competition on Kaggle using Gradient Boosted Trees

seq2seq_tensorflow

Implementation of a sequence-to-sequence LSTM model in tensorflow for the task of replicating input sequences

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