srirangatarun Goto Github PK

circle-area-numerical-approximation

Circle Area Approximation with finite Riemann sums

covid19-drug-discovery

My work on the CORD-19 dataset on Kaggle. A Word2Vec NN model to find potential drugs to consider for COVID-19.

curvefitter

CurveFitter application

elevator-simulator-project

A school elevator simulation project in Java.

fake-news-detection

A deep learning algorithm that automatically classifies websites as being fake or not

humour.ai

Language Model that makes you Laugh .

ib-automated-grade-prediction

A neural network algorithm that automatically assigns predicted grades to students

ion-switching-eda

My EDA on the Ion Switching competition on Kaggle. I explore the electrophysiological signals in a detailed EDA while explaining the intuition behind biological signals.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jigsaw-bias-in-toxicity-classification

My work on the Jigsaw Unintended Bias in Toxicity Classification Competition on Kaggle

keras

Deep Learning for humans

keras-contrib

Keras community contributions

lagrange-multipliers-optimization

A collection of notebooks demonstrating the implementation and application of the Lagrange Multipliers for optimization

lightning

Deep learning framework to train, deploy, and ship AI products Lightning fast.

m5-competition-eda

My EDA on the M5 Sales Forecasting competition on Kaggle. I explore the Walmart sales data in-depth and demonstrate different forecasting algorithms that can be used to predict future sales.

mnist-digit-recognition

I demonstrate how to use Convolutional Neural Networks to create a digit classification model.

movie-review-sentiment-analysis

My work on the Kaggle Movie Review Sentiment Analysis Competition.

my-web-application

nemo

Neural Modules: a toolkit for conversational AI

plasticc-astronomical-classification

My work on the Kaggle PLAsTiCC Astronomical Classification Challenge

polynomial-net

A Neural Network that can approximate the degree of the polynomial relationship between two scalar variables (given that the relationship is polynomial)

prostate-cancer-detection

A model based on ResNet-18 to classify prostate biopsy scans into different Prostate Cancer groups.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

quora-insincere-classification

A model based on RoBERTa base to flag insincere questions on the Quora QA platform.

rsa-prime-number-encryption

A demonstration of Prime Number Encryption in Python.

rural-india-hackathon-project

A program that predicts presence of groundwater in an area and suggests the most suitable and profitable crop to grow in an area using geographical and climatic features of the area

santander-competition-data-viz

My work on visualizing the data in the Santander Customer Transaction Prediction Competition on Kaggle.

siim-melanoma-classification

A model based on EfficientNet-B7 to classify melanoma (a type of skin cancer) from skin images.

student-helper-tools

A wide range of tools that can make the daily lives of students easier by leveraging the power of Deep NLP

titanic-survival-prediction

My work on the Kaggle Titanic Competition