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6.008_intro_to_inference

Dumping the codes of Inference Class

6.009_labs

I am posting my projects I have finished here in MIT

6.02_intro_to_eecs_through_communication_network

6.804-computational-cognitive-science

6.883_machine-learning_for_modeling_project-1-automatic_review_analyzer

This is the first project from 6.883

6.883_modeling_with_ml_project2_digit_recognition

Second Project from Modelling with ML Course

6.883_modelling_with_ml_project3_text_based_game

Third Project from Modelling with Machine Learning

9.66-final-project

algorithm_compilation

Will be coding all algorithms I know

battlecode-2020

color_detection_python_project

In this color detection Python project, we are going to build an application through which you can automatically get the name of the color by clicking on them. So for this, we will have a data file that contains the color name and its values. Then we will calculate the distance from each color and find the shortest one.

conll-sigmorphon-2018

This repository contains code for CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection.

covid19_contact_tracing_repo_beta

An upgraded version of the earlier one to ensure more accuracy

creating-own-emoji-with-deep-learning

In this deep learning project, I will be classifying human facial expressions to filter and map corresponding emojis or avatars.

cryptography

ctcl-solutions

depression-detection

Depression Detection Using Twitter Data - Group project for Udacity Private & Secure AI Project Showcase

detecting_parkinson-s_disease

In this Python Machine learning project, we will build a model using which we can accurately detect the presence of Parkinson’s disease in one’s body.

differential-privacy-in-split-learning

Will be applying differential privacy mechanisms in split learning and also check the performance by reconstruction attack, membership inference attack

fake_news_detection_python_project

This advanced python project of detecting fake news deals with fake and real news. Using sklearn, we build a TfidfVectorizer on our dataset. Then, we initialize a PassiveAggressive Classifier and fit the model. In the end, the accuracy score and the confusion matrix tell us how well our model fares.

gender_age_detection_project

In this Python Project, we will use Deep Learning to accurately identify the gender and age of a person from a single image of a face. We will use the models trained by Tal Hassner and Gil Levi. The predicted gender may be one of ‘Male’ and ‘Female’, and the predicted age may be one of the following ranges- (0 – 2), (4 – 6), (8 – 12), (15 – 20), (25 – 32), (38 – 43), (48 – 53), (60 – 100) (8 nodes in the final softmax layer). It is very difficult to accurately guess an exact age from a single image because of factors like makeup, lighting, obstructions, and facial expressions. And so, we make this a classification problem instead of making it one of regression.

geolife-trajectories-1.3

This repo has the data pipeline codes for processing Microsoft geolife research for contact tracing testing

image-creates-linguistic-expectation

Code and Data for "Expectation-based comprehension of linguistic input: facilitation from visual context"

image_caption_generator_project

The objective of our project is to learn the concepts of a CNN and LSTM model and build a working model of Image caption generator by implementing CNN with LSTM.

intelligent-keylogger

I am designing and implementing a keylogger combining statistical and ML approach

lectureplayer

example player for battlecode 2020

machine_learning_codes

These are the codes I have learnt from the machine learning course of IBM in coursera

machine_learning_labs_6.036

I am uploading my homeworks from course 6.036

mit_maya

A mental health chatbot which tries to have quality conversation with people to see if they have depression

projects_with_tensor2tensor

I have playing around with tensor2tensor for a couple of days and worked on a bunch of projects which I am uploading here