Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by ashwinpn
A curated list of projects in awesome lists by ashwinpn .
https://github.com/ashwinpn/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].
aws cloud cloud-computing containers deep-learning deployment docker docker-image dockerfile google google-cloud-platform k8s-cluster kubernetes kubernetes-cluster machine-learning pytorch vagrant
Last synced: 15 Nov 2024
https://github.com/ashwinpn/applied-data-science-with-python-specialization-university-of-michigan
Applied Data Science with Python Specialization: University of Michigan
coursera coursera-assignment coursera-data-science coursera-machine-learning coursera-python coursera-specialization data-science machine-learning university-of-michigan
Last synced: 15 Nov 2024
https://github.com/ashwinpn/conditional-random-fields
An analysis and implementation of Conditional Random Fields.
conditional-random-fields crf data-science machine-learning nlp nlp-machine-learning pos-tagging probabilistic-graphical-models
Last synced: 15 Nov 2024
https://github.com/ashwinpn/movie-recommendation-engines
Writing recommendation systems for movies, and performing data analysis on movie datasets to gain valuable insights.
algorithms collaborative-filtering film gradient-boosting machine-learning movie movies-recommender recommendation-engines recommender-system regression tmdb
Last synced: 15 Nov 2024
https://github.com/ashwinpn/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.
convex-optimization data-science docker flask functional-programming game-theory machine-learning machine-learning-algorithms python web-development web-scraping
Last synced: 15 Nov 2024
https://github.com/ashwinpn/text-classification
Text classification using various methods.
Last synced: 15 Nov 2024
https://github.com/ashwinpn/reinforcement-learning
Research and implementations of Deep Learning / Reinforcement Learning agents and their implementations / applications
deep-learning deep-learning-framework deep-neural-networks deep-reinforcement-learning machine-learning machine-learning-algorithms machinelearning reinforcement reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-environments rl
Last synced: 15 Nov 2024
https://github.com/ashwinpn/data-structures
bfs dfs hashmap linked-list linkedlist
Last synced: 15 Nov 2024
https://github.com/ashwinpn/visualization
Data Visualization using Matplotlib, Pandas Visualization, Seaborn, ggplot, and Plotly.
analysis data data-analysis data-science data-visualization graphs plots python python3 visualization
Last synced: 15 Nov 2024
https://github.com/ashwinpn/os-web-technologies-learnings
OS + Web Technologies
Last synced: 15 Nov 2024
https://github.com/ashwinpn/generative-models
Research and implementations/applications of Generative Models (GANs, VAEs, and Autoregressive models) and their applications
Last synced: 15 Nov 2024
https://github.com/ashwinpn/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.
Last synced: 15 Nov 2024
https://github.com/ashwinpn/ml-learnings
Concepts, Research Papers, Implementations - The works.
applied-mathematics artificial-intelligence convolutional-neural-networks graph-theory machine-learning machine-learning-algorithms neural-network probabilistic-graphical-models reinforcement-learning tutorial
Last synced: 15 Nov 2024
https://github.com/ashwinpn/elastic-compute-cloud-instance-creation
AWS EC2 Instance Creation.
Last synced: 15 Nov 2024
https://github.com/ashwinpn/domain-expertise---data-sciences
Domain Expertise - Social Sciences
Last synced: 15 Nov 2024
https://github.com/ashwinpn/domain-expertise-medical-data-
Deep Learning and AI Domain Expertise: Medical Data - EHR [Electronic Health Records], Genomes Sequencing, Neuroscience, Biomedical.
Last synced: 15 Nov 2024
https://github.com/ashwinpn/graduate-seminars
Grad Seminars I attended at NYU Courant.
Last synced: 15 Nov 2024
https://github.com/ashwinpn/advanced-database-systems
Replicated Concurrency Control and Recovery project.
database docker python reproducibility reproducible-research reprozip
Last synced: 15 Nov 2024
https://github.com/ashwinpn/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.
bert huggingface huggingface-transformers natural-language-processing nlp python sentiment-analysis
Last synced: 15 Nov 2024
https://github.com/ashwinpn/hpc-resources
In-depth resources for SLURM, HDFS, and Lustre
Last synced: 15 Nov 2024
https://github.com/ashwinpn/a-primer-for-generative-adversarial-networks
A primer for GAN's.
Last synced: 15 Nov 2024
https://github.com/ashwinpn/readings
List of books which I have read, planning to read, or reading again.
Last synced: 15 Nov 2024
https://github.com/ashwinpn/working-with-data.
Skills learnt while attending the New York University Love Data Week Datathon
Last synced: 15 Nov 2024
https://github.com/ashwinpn/wikisea
Search Engine for Wikipedia.
mapreduce-python search-engine wikipedia
Last synced: 15 Nov 2024
https://github.com/ashwinpn/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.
Last synced: 15 Nov 2024
https://github.com/ashwinpn/notes-on-terraform
Learnings, Experiments and Readings on Terraform.
Last synced: 15 Nov 2024
https://github.com/ashwinpn/computer-vision
Experiments on Neural Radiance Fields.
Last synced: 15 Nov 2024