mjain72

Hyperparameter-tuning-in-XGBoost-using-genetic-algorithm

Condition-monitoring-of-hydraulic-systems-using-xgboost-modeling

We will do a condition monitoring of a test hydraulic rig, using various sensor values and using xgboost for classification

brainwave

The code in this repository allows the visualization of brainwaves detected using TGAM brainwave sensor module. It uses python, d3.js and Bootstrap. A detailed description of the code can be found in this article - https://medium.com/@mohitjain72/detection-and-visualization-of-brainwaves-using-python-d3-and-bootstrap-742129f9ed97

sentiment-analysis-using-CNN-LSTM-for-twitter

We will do the sentiment analysis on twitter using a combination of CNN and LSTM. The data

Sentiment-Analysis-using-Word2Vec-and-LSTM

We will do sentiment analysis using Google's pre-trained word2vec model

XGBoost-to-classify-activities-using-smartphone-sensors

We will classify activity performed by the user, using the data collected from the users smartphone and provide in UCI Machine Learning Repository.

TaLuActivationFunction

A new hyperbolic tangent based activation function

Transfer-learning-multi-model-CNN-XGBoost-SVC-

Combining Transfer Learning with Various Classifiers

cdcChallenge

This code was developed during a CDC challenge. It provides a user friendly interface to explore data from CDC Environmental Public Health Tracking Network. Uses data from ephtracking.cdc.gov and census.gov. Inspired form CDC’s “Info by Location” website . The app uses open source software with either MIT or BSD License. Following frameworks/libraries were used: - Bootstrap - Framework for Website Development - v4 - D3.js - JavaScript Library for Data Visualization - v4 - jQuery - JavaScript Library - v3.3 - jStat - JavaScript Statistical Library - v1.6 - flexDataList - JavaScript Plugin

Transfer-Learning-OpenCv-XGBoost-CNN

Plant seedlings classification using XGBoost in combination with transfer learning, OpenCV and CNN

Word2Vec-and-Keras-and-Gensim

Using Word2Vec from Gensim and LSTM from Keras to predict Frasier Dialoges

XGBoost-to-predict-safe-driver

XGBoost model to predict safe driver for a auto/home insurance company

Detecting-face-using-openCV

Detect facial features using openCV (version 3)

OpenCV-and-CNN-for-plant-classification

OpenCV and CNN is used to classify 12 species of plants seedlings

Transfer-Learning-OpenCV-CNN

OpenCV and CNN are used, with transfer learning, to classify 12 species of plants seedlings