Devendra's repositories
Monte-Carlo-Markov-Chain-Simulation
Monte Carlo Markov Chain Simulation Samples using R and Python
Statistical-Hypothesis-Tests
ANOVA, chi2, t test example using R and Python
azure-iot-sdk-c
A C99 SDK for connecting devices to Microsoft Azure IoT services
blog
Source code for my personal blog
DiabetesReadmissionPredictor
Diabetes Readmission Prediction
ECG-Anomaly-Detection
Anomaly Detection in ECG
Sleep-Estimation
Sleep estimation using Metropolis Hastings algorithm with pymc3
SnP-Anomaly-Detection
S&P Index Data Anomaly Detection
butler-xbee-gateway
IoT Gateway between XBee ZigBee and TCP network (MQTT, etc...)
codingdisciple.content
Source files for the content on my data science website
dl-cnn-keras
CNN using Keras
furry-umbrella
Plot Graphs with matplotlib with Spark processing
iot-hub-python-get-started
This Python sample app is used by the getting started content to demonstrate how easy it is to create an IoTHub Instance on Azure portal, and register a new device for the IoTHub, then send a message from device (simulated device app) to cloud.
Kaggle
This repository has codes for the competitions I participated in kaggle. These competitions are over now.
learning-spark
Example code from Learning Spark book
m5
Kaggle M5 Forecasting - Uncertainty 4th Place Solution
ML-R
ML models using R
nlp-in-practice
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
NLP-Samples
NLP samples
Outlier-Impact-Treatment
The goal of this repository is to detect the outliers for a dataset & see the impact of these outliers on predictive models
py
Repository to store sample python programs for python learning
sklearn_py
Machine Learning Samples on datasets using different models of sklearn Library
temphumtest
Temperature Humidity sample app
toxic-comment-classification
categorize the toxic comments based on the types of toxicity such as toxic, severely toxic, obscene, threat, insult, identity hate.