Pinned Repositories
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.
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
Jigsaw-Bias-In-Toxicity-Classification
My work on the Jigsaw Unintended Bias in Toxicity Classification Competition on Kaggle
Lagrange-Multipliers-Optimization
A collection of notebooks demonstrating the implementation and application of the Lagrange Multipliers for optimization
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.
SIIM-Melanoma-Classification
A model based on EfficientNet-B7 to classify melanoma (a type of skin cancer) from skin images.
Twitter-Sentiment-Classification
A model based on RoBERTa base to classify the sentiment of a tweet as neutral, positive, or negative.
VSB-Power-Line-Fault-Detection
An LSTM model to predict faults in electric cables based on voltage signals.
SriRangaTarun's Repositories
SriRangaTarun/VSB-Power-Line-Fault-Detection
An LSTM model to predict faults in electric cables based on voltage signals.
SriRangaTarun/Twitter-Sentiment-Classification
A model based on RoBERTa base to classify the sentiment of a tweet as neutral, positive, or negative.
SriRangaTarun/Fake-News-Detection
A deep learning algorithm that automatically classifies websites as being fake or not
SriRangaTarun/Jigsaw-Bias-In-Toxicity-Classification
My work on the Jigsaw Unintended Bias in Toxicity Classification Competition on Kaggle
SriRangaTarun/Lagrange-Multipliers-Optimization
A collection of notebooks demonstrating the implementation and application of the Lagrange Multipliers for optimization
SriRangaTarun/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.
SriRangaTarun/Elevator-Simulator-Project
A school elevator simulation project in Java.
SriRangaTarun/Circle-Area-Numerical-Approximation
Circle Area Approximation with finite Riemann sums
SriRangaTarun/RSA-Prime-Number-Encryption
A demonstration of Prime Number Encryption in Python.
SriRangaTarun/Santander-Competition-Data-Viz
My work on visualizing the data in the Santander Customer Transaction Prediction Competition on Kaggle.
SriRangaTarun/IB-Automated-Grade-Prediction
A neural network algorithm that automatically assigns predicted grades to students
SriRangaTarun/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.
SriRangaTarun/keras
Deep Learning for humans
SriRangaTarun/PLAsTiCC-Astronomical-Classification
My work on the Kaggle PLAsTiCC Astronomical Classification Challenge
SriRangaTarun/Prostate-Cancer-Detection
A model based on ResNet-18 to classify prostate biopsy scans into different Prostate Cancer groups.
SriRangaTarun/Quora-Insincere-Classification
A model based on RoBERTa base to flag insincere questions on the Quora QA platform.
SriRangaTarun/Student-Helper-Tools
A wide range of tools that can make the daily lives of students easier by leveraging the power of Deep NLP
SriRangaTarun/SIIM-Melanoma-Classification
A model based on EfficientNet-B7 to classify melanoma (a type of skin cancer) from skin images.
SriRangaTarun/CurveFitter
CurveFitter application
SriRangaTarun/Humour.ai
Language Model that makes you Laugh .
SriRangaTarun/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
SriRangaTarun/keras-contrib
Keras community contributions
SriRangaTarun/lightning
Deep learning framework to train, deploy, and ship AI products Lightning fast.
SriRangaTarun/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.
SriRangaTarun/my-web-application
SriRangaTarun/NeMo
Neural Modules: a toolkit for conversational AI
SriRangaTarun/Polynomial-Net
A Neural Network that can approximate the degree of the polynomial relationship between two scalar variables (given that the relationship is polynomial)
SriRangaTarun/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
SriRangaTarun/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
SriRangaTarun/xla
Enabling PyTorch on Google TPU