ebshirani Goto Github PK

actorcritic

Average Reward Softmax Actor-Critic using Tile-coding. Agent that balances pendulum upright by applying torque in appropriate direction.(Course)

chatbot

Chat bot trained using word2vec embeddings

code_snippets

coz

Coz: Causal Profiling

creditcardfrauddetector

Use Logistic Regression and SVD dimensionality reduction to predict fraudulent credit card transactions

cryptopredictions

Using LSTMs to predict crypto-currency profit or loss using sequences of previous values.

customersegmentation

Identify customer segments using kmeans clustering.

datasciencelab_2022

Lab work and assignment for my undergrad course in Data Science

dccn

DCCN lab experiments

digit-recog-restapi

Use tf-serving to host a tensorflow model rest api(coursera course exercise)

digitrecognizer

Digit Recognizer using Keras with Tensorflow backend, trained on kaggle 'Digit Recognizer' Dataset

documentscanner

Document Scanner using openCV.

dogsvscats

Differentiate images of dogs and cats using deep learning CNNs. Cross Validation accuracy of 97%

facerecog

Use face_recognition library for face recognition and detection.

fakenews

Classifier that classifies fake and genuine news.

frenchtranslation

Use LSTMs and Embeddings model to convert english to french.(Encoder Decoder architecture)

friendfinder

An application built on Flutter with a Flask Api that matches users with each other using Singular Value Decomposition.

hrdatavisualization

Visualize HR data of a company

imagecaptioning

Use transfer learning CNN as encoder and LSTM as decoder to caption images.

leetcode

Some LeetCode solutions for reference

live-twitter-sentiment

Get live sentiment of twitter over different topics and plot it.

moonshot

Reinforcement Learning agent that lands a rocket on moon.(Course)

movierecommendation

Movie Recommendation using collaborative filtering

moviesentimentanalysis

Using multiple classifiers to determine movie sentiment through reviews

neuralstyletransfer

Apply art-style of one image to another

newsbiasapp

An application that aggregates news articles and shows if the articles are biased or not.

notes

ocr

Use tesseract and openCV to detect text in images

online-job-portal

Job portal website built on php backend.

openmp-tutorial

Code for the OpenMP tutorial by Tim Mattson (Intel)