ashwinpn's Repositories

A-comprehensive-evaluation-of-sentiment-analysis-on-the-cloud

Real time sentiment analysis web application for movie reviews, packaged using docker, and deployed using kubernetes.

⭐ 1 🌐 Public

A-primer-for-Generative-Adversarial-Networks

A primer for GAN's.

⭐ 0 🌐 Public

Advanced-Database-Systems

Replicated Concurrency Control and Recovery project.

⭐ 1 🌐 Public

Advanced-Python

Python for Machine Learning/AI/DS, Game Theory and Convex Optimization using Python, Managing Docker in Python, Web Scraping / Development in Python using Django and Flask, Functional Programming in Python.

⭐ 7 🌐 Public

Applied-Data-Science-with-Python-Specialization-University-of-Michigan

Applied Data Science with Python Specialization: University of Michigan

⭐ 11 🌐 Public

ashwinpn.github.io

Code that'll help you kickstart a personal website that showcases your work as a software developer.

⭐ 0 🌐 Public

⭐ 0 🌐 Public

Binary-Classification-using-Tensorflow

⭐ 1 🌐 Public

Functional Telegram Bot API for Scala

⭐ 2 🌐 Public

Cloud-RideShare-Application

An AWS Cloud based carpooling service where people can share rides with other people travelling on the same route within a specific region.

⭐ 1 🌐 Public

Computer-Vision

Experiments on Neural Radiance Fields.

⭐ 0 🌐 Public

Conditional-Random-Fields

An analysis and implementation of Conditional Random Fields.

⭐ 7 🌐 Public

Containers--ML-and-Cloud-Computing

Everything about how to deploy projects on the cloud, run ML workloads on the HPC cluster and on the cloud and the efficient configuration and management of related collaborative platforms [e.g. container orchestration].

⭐ 19 🌐 Public

COVID-19 Detector from x-rays using Computer Vision and Deep Learning

⭐ 0 🌐 Public

covid-dashboard

Help welcomed if you have expertise in public health web technology, data modeling and munging, or visualization.

⭐ 0 🌐 Public

Playing with CUDA and GPUs in Google Colab

⭐ 0 🌐 Public

Analytical Web Apps for Python & R. No JavaScript Required.

⭐ 2 🌐 Public

dash_sample_dashboard

Build a Complex Reporting Dashboard using Dash and Plotly

⭐ 1 🌐 Public

Data-Structures

⭐ 2 🌐 Public

Deep-Learning-Machine-Translation-in-NLP

Neural machine translation, Toxic comment classification, and other crucial NLP Tasks.

⭐ 0 🌐 Public

The official documentation for coala

⭐ 0 🌐 Public

Domain-Expertise---Data-Sciences

Domain Expertise - Social Sciences

⭐ 1 🌐 Public

Domain-Expertise-Medical-Data-

Deep Learning and AI Domain Expertise: Medical Data - EHR [Electronic Health Records], Genomes Sequencing, Neuroscience, Biomedical.

⭐ 1 🌐 Public

Elastic-Compute-Cloud-Instance-Creation

AWS EC2 Instance Creation.

⭐ 1 🌐 Public

email-summarization

A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.

⭐ 1 🌐 Public

fMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.

⭐ 0 🌐 Public

Generative-Models

Research and implementations/applications of Generative Models (GANs, VAEs, and Autoregressive models) and their applications

⭐ 1 🌐 Public

Graduate-Seminars

Grad Seminars I attended at NYU Courant.

⭐ 1 🌐 Public

In-depth resources for SLURM, HDFS, and Lustre

⭐ 1 🌐 Public

Running NVIDIA profiler on the cloud

⭐ 0 🌐 Public

⭐ 0 🌐 Public

Transformers enabled inference

⭐ 0 🌐 Public

Deep Learning for humans

⭐ 0 🌐 Public

kubernetes-ml-ops

An introduction to machine learning model deployment operations (MLOps) using Python, Docker, Kubernetes and Seldon-Core.

⭐ 0 🌐 Public

Focus on optimization of LLMs

⭐ 0 🌐 Public

Concepts, Research Papers, Implementations - The works.

⭐ 1 🌐 Public

mnist_inference

⭐ 0 🌐 Public

Movie-Recommendation-Engines

Writing recommendation systems for movies, and performing data analysis on movie datasets to gain valuable insights.

⭐ 6 🌐 Public

Natural Language Processing with Python 3 and NLTK 3 series

⭐ 0 🌐 Public

neural_collaborative_filtering

Neural Collaborative Filtering

⭐ 1 🌐 Public

Notes-on-Terraform

Learnings, Experiments and Readings on Terraform.

⭐ 0 🌐 Public

OS-Web-Technologies-Learnings

OS + Web Technologies

⭐ 1 🌐 Public

Tools to ease the creation of snippets, syntax definitions, etc. for Sublime Text.

⭐ 0 🌐 Public

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

⭐ 1 🌐 Public

A primer on Pandas

⭐ 0 🌐 Public

Percona Monitoring and Management: an open source database monitoring, observability and management tool

⭐ 0 🌐 Public

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

⭐ 0 🌐 Public

Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

⭐ 0 🌐 Public

All Algorithms implemented in Python

⭐ 0 🌐 Public

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

⭐ 0 🌐 Public

pytorch_inference

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Qiskit is an open-source framework for working with noisy quantum computers at the level of pulses, circuits, and algorithms.

⭐ 0 🌐 Public

qiskit-ibmq-provider

Qiskit Provider for accessing the quantum devices and simulators at IBMQ

⭐ 0 🌐 Public

List of books which I have read, planning to read, or reading again.

⭐ 0 🌐 Public

Reinforcement-Learning

Research and implementations of Deep Learning / Reinforcement Learning agents and their implementations / applications

⭐ 2 🌐 Public

Option Trading Application

⭐ 2 🌐 Public

⭐ 0 🌐 Public

Robo-advisor-and-systematic-trading

Basis, execution, and evaluation of execution strategies used in financial markets, and exploring the use of AI in driving decision making.

⭐ 0 🌐 Public

scikit-learn: machine learning in Python

⭐ 1 🌐 Public

Spot-Challenge-Wildfires

http://ibm.biz/cfcsc-wildfires - predict the wildfire area for 7 regions in Australia for each day in February 2021

⭐ 0 🌐 Public

submission_docker

⭐ 0 🌐 Public

submission_vagrant

⭐ 0 🌐 Public

Text-Classification

Text classification using various methods.

⭐ 2 🌐 Public

TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox

⭐ 2 🌐 Public

The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

⭐ 0 🌐 Public

KAN for Vision Transformer

⭐ 0 🌐 Public

Data Visualization using Matplotlib, Pandas Visualization, Seaborn, ggplot, and Plotly.

⭐ 2 🌐 Public

Search Engine for Wikipedia.

⭐ 0 🌐 Public

Working-with-data.

Skills learnt while attending the New York University Love Data Week Datathon

⭐ 0 🌐 Public

xgboost-AutoTune

Wrap-up to automatically tune xgboost in Python.

⭐ 2 🌐 Public