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Gaurav Chopra's Projects

blog icon blog

A blog post on text processing.

colab-webcam icon colab-webcam

Notebook for accessing local webcam within Google Colab on Images and Videos. Basic tutorial running face detection on webcam image and video.

explore-supervised-machine-learning icon explore-supervised-machine-learning

In this task, we will try to understand supervised machine learning through regression i.e., by predicting the precentage of marks that a student is expected to score based upon the number of hours they studied.

explore-unsupervised-machine-learning icon explore-unsupervised-machine-learning

In this task, we will try to understand unsupervised machine learning through clustering i.e., by using iris dataset and creating groups using KMeans clustering.

feature_extraction icon feature_extraction

the improvements gained by using features that are computed from the raw pixels than as opposed to using raw pixel values.

flairifyme icon flairifyme

FlairifyMe is a Reddit Flair Detector for r/india subreddit, that takes a post's URL as user input and predicts the flair for the post using a model generated by Logistic Regression.

genetic_algorithm icon genetic_algorithm

Implementation of a genetic programming library called tpot to classify gamma radiation

language-modeling icon language-modeling

Create and train a neural network to predict the next word in a sequence (i.e. sequence of words), based on the preceding words in the sequence.

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

linear-models icon linear-models

try to separate objects with a plane which divides space into two parts

neural-machine-translation icon neural-machine-translation

Create and train a neural network for sequence to sequence language translation (seq2seq) for sentences and phrases from English to Hindi.

praw icon praw

PRAW, an acronym for "Python Reddit API Wrapper", is a python package that allows for simple access to Reddit's API.

reddit-flair-detection icon reddit-flair-detection

This repository contains the details and documents on how to build a Reddit Flare Detection Machine Learning Web Application

reddit-flare-detection icon reddit-flare-detection

This repository contains the details and documents on how to build a Reddit Flare Detection Machine Learning Web Application

softmax icon softmax

Implementation of softmax classifier on CIFAR-10 dataset

spongebot icon spongebot

chatbot using dialogflow for ordering a patty from krabby patty

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