Jayant Jain's repositories
Heart-rate-estimation-from-video-using-CNN
An attempt to measure heart rates in humans using camera-based remote photoplethysmography (RPPG) method
albumentations
fast image augmentation library and easy to use wrapper around other libraries
DBMS_Store
Dbms grocery store using java and sql
Decision_Tree_self-implemented_andmodule
This code works only when:- The features of dataset are discrete The last column of dataset must be the label or class (output) Missing data is not allowed
Movies-Recommendation-System
Movie recommendation system using collaborative filtering
Naive-Bayes-implemented-from-scratch-
Naive Bayes on iris dataset(self implemented not using sklearn)
US-airlines-tweets-analysis-from-customer-using-Naive-bayes
nltk library has been exploited for sentiment/feedback analysis from tweets.Model trained on approx11,000 feedbacks/tweets scraped.
Freshworks-DataStore
Built a file based key value datastore in python for CRD operations
Gradient-descent-using-Numpy
Calculating cost in regressions using gradient descent
Hacktoberfest
Add your pull request here for the hacktoberfest
Imagenet_pics-downloader
Just enter the sysnet Id corresponding to the Image class you want to download.It will create folder--split it in train,test&validation --and downloads images in the batch of 700,100&300 respectively.Also,the URLs of images are saved in csv file
Implementing-PCA-and-checking-on-housing-dataset
Using PCA to visualize and reduce dimensions of a dataset
MIDAS_TASK
midas task completed
ml-class-assignments
Programming Exercises on http://ml-class.org
MongoDB_aggregation_framework
Using mongoDB to query mflix database of movies totaling 40k+
Neural-net-implemented-from-scratch
with and without hidden layer implementation
SDE-Interview-Questions
Most comprehensive list :clipboard: of tech interview questions :blue_book: of companies scraped from Geeksforgeeks, CareerCup and Glassdoor.
Studentadmission_prediction_usingneuralnets
whether a student is admitted or not to UCLA based on gre,gpa and classrank
Tensorflow_testing
Tested and performed on MNIST dataset
tensorspace
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
Text-report-classification
Using Mulitnomial NaiveBayes(self implementing) to distinguish report based on word dictionary formed from training existing dataset files count=800 on each class(total distinct classes=20).accuruacy reported around 72% using 3000 words as dictionary.Use dataset from link
Visualization-using-graphs-in-python
matplotlib is a python library used to draw figures and graphs. We will be using matplotlib.pyplot to draw graphs. We will be drawing different types of graphs like line graph, bar graph, pie charts, etc. and adding styles, colours, legends, title, etc in these graphs.