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Saranraj Nambusubramaniyan's Projects

cunumeric icon cunumeric

An Aspiring Drop-In Replacement for NumPy at Scale

delve icon delve

PyTorch and Keras model training and layer saturation monitor

device_tracking icon device_tracking

Data preprocessing and Deep RNN for time series prediction and forecasting problems

effective_lr icon effective_lr

This repository contains methods to return the effective learning rate of adaptive optimizers like Adam, AdamW, RMSProp built in pytorch.

gradients icon gradients

Build your deep learning algorithms with confidence

huggingtext icon huggingtext

BERT based off-the-shelf sentiment classifier for sentiment analysis tasks as a micro service with docker.

jaxifier icon jaxifier

Generative models using JAX. Currently intended for "Learning" and not for "Production"

lava icon lava

A Software Framework for Neuromorphic Computing

neurogenesis icon neurogenesis

Investigate the necessary conditions to add new neurons in the brain inspired neural network models

rmsorn icon rmsorn

PyPi package of Reward-Modulated Self Organizing Recurrent Neural Network

self_organized_criticality icon self_organized_criticality

Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions

sorn icon sorn

PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym

traja icon traja

Trajectory Analysis in Python

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