Projects in Awesome Lists by ajayarunachalam

https://github.com/ajayarunachalam/msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

anamoly-detection-using-graphs anomaly-detection correlation data-analysis deep-learning deep-neural-networks explainable-artificial-intelligence feature-engineering feature-selection multidimensional-data multisensor python pytorch sensor sensor-data signal-processing tabular-data time-series variation visualization

Last synced: 18 Dec 2024

https://github.com/ajayarunachalam/deep_xf

Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

auto-ml auto-timeseries deep-learning deep-neural-networks ecg-signal explainable-ml forecasting forecasting-models interpretable-ai machine-learning multivariate nowcasting-models python sensors siamese-neural-network time-series time-series-analysis timeseries

Last synced: 19 Dec 2024

https://github.com/ajayarunachalam/pynmsnn

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

biological-neural-networks classification deep-learning deep-neural-networks hebbian-learning machine-learning neuromorphic neuromorphic-computing predictive-modeling python pytorch regression spike-detection spike-inference spike-time-dependent-plasticity spiking-neural-networks torch

Last synced: 10 Apr 2025

https://github.com/ajayarunachalam/gui-pandas-ai

GUIPandasAI - Integrating Generative AI capabilities into Pandas as Web Interface along with key-words based data analysis services

ai chatgpt data data-analysis data-analytics data-science generative-ai gpt-3 gpt-4 llm pandas python streamlit web-app

Last synced: 17 Apr 2025

https://github.com/ajayarunachalam/pychatgpt_gui

A simple, ease-to-use python APP built for unleashing the power of GPT with custom-data and pre-trained inferences.

Last synced: 10 Apr 2025

https://github.com/ajayarunachalam/deep-learning-cryptocurrency

Predicting Cryptocurrency prices (Bitcoin & ZCOIN)

analyzing-crypto bitcoin coinmarketcap cryptocurrency deep-learning digital-currency lstm-neural-networks predicting-cryptocurrency-prices prediction-model python stock supervised-learning zcoin

Last synced: 10 Apr 2025

https://github.com/ajayarunachalam/regressormetricgraphplot

Python package to simplify plotting of common evaluation metrics for regression models. Metrics included are pearson correlation coefficient (r), coefficient of determination (r-squared), mean squared error (mse), root mean squared error(rmse), root mean squared relative error (rmsre), mean absolute error (mae), mean absolute percentage error (mape), etc.

coefficient-of-determination correlation-coefficient evaluation-metrics graph mae metrics metrics-visualization mse plot python regression regression-testing rmse rmse-score rmsre

Last synced: 10 Apr 2025

https://github.com/ajayarunachalam/eda

Exploratory Data Analysis

dashboard data-analysis eda exploratory-data-analysis python r visualization

Last synced: 10 Apr 2025

https://github.com/ajayarunachalam/neighbor-discovery

P2P Network Resource Discovery Simulation in MANET

aodv aodv-neighbor awk manet neighbor-count neighbor-discovery neighbors p2p p2p-application peer peer-discovery peer-to-peer shell tcl

Last synced: 10 Apr 2025

https://github.com/ajayarunachalam/vision-transformer-demo

Designing, Implementing & Deploying Transformer Deep Learning Network Architecture for computer vision tasks

Last synced: 10 Apr 2025

https://github.com/ajayarunachalam/nlp_demo

Predicting next set of words with BERT, GPT, and XLNET

Last synced: 26 Dec 2024

https://github.com/ajayarunachalam/multi-spectral-imaging-raspberrypi-design

Low-Cost, Portable, and Plug-and-Play Multi-Spectral Prototype Design

bandselection filters hardware-designs multispectral nir open-hardware open-hardware-electronics open-source rgb spectral-data

Last synced: 17 Feb 2025

https://github.com/ajayarunachalam/agentic_rag_demo_app

Building Agentic RAG application using CrewAI, LangChain and Gradio

Last synced: 14 Apr 2025

https://github.com/ajayarunachalam/meta-self-learner

Meta Ensemble Self-Learning Model with Optimization

ensemble-learning generalization-error metalearning model-pipeline optimization optimization-methods predictive-modeling self-learning

Last synced: 17 Feb 2025

https://github.com/ajayarunachalam/si-rpi

Affordable and Portable Multi-Spectral Imaging based on Raspberry Pi (MSI-RPi) for Plant Phenotype Studies

analysis automation computer-vision filter image-processing multiplexer notebook-jupyter raspberry-pi-3 rgb shell-scripting spectral

Last synced: 17 Feb 2025

https://github.com/ajayarunachalam/langfuse_demo

Summarization Service Application using Ollama + Langfuse and further guide how to inspect traces, carry evaluation, and calibrate our LLM application.

Last synced: 22 Feb 2025