aman2304
Staff ML guy at LinkedIn. Enthusiastic about ML, Optimization and Large-scale systems
LinkedInUnited States
Pinned Repositories
MachineLearning
This is a collection of software modules and scripts that help solve various Machine Learning problems. I will try to focus on problems that are difficult to find in standard library packages.
aman2304.github.io
DeepOSM
Train a deep learning net with OpenStreetMap features and satellite imagery.
gene-expression-clustering
jdbi
jDBI is designed to provide convenient tabular data access in Java(tm). It uses the Java collections framework for query results, provides a convenient means of externalizing sql statements, and provides named parameter support for any database being used.
li-pytorch-fm
Factorization Machine models in PyTorch
MeZO
Copy of MeZO - https://github.com/princeton-nlp/MeZO/tree/main
playlist-to-vec
An artist recommendation engine, from feeding Spotify playlists through word2vec
Prometheus
SPPO
The official implementation of Self-Play Preference Optimization (SPPO)
aman2304's Repositories
aman2304/MachineLearning
This is a collection of software modules and scripts that help solve various Machine Learning problems. I will try to focus on problems that are difficult to find in standard library packages.
aman2304/aman2304.github.io
aman2304/DeepOSM
Train a deep learning net with OpenStreetMap features and satellite imagery.
aman2304/gene-expression-clustering
aman2304/jdbi
jDBI is designed to provide convenient tabular data access in Java(tm). It uses the Java collections framework for query results, provides a convenient means of externalizing sql statements, and provides named parameter support for any database being used.
aman2304/li-pytorch-fm
Factorization Machine models in PyTorch
aman2304/MeZO
Copy of MeZO - https://github.com/princeton-nlp/MeZO/tree/main
aman2304/playlist-to-vec
An artist recommendation engine, from feeding Spotify playlists through word2vec
aman2304/Prometheus
aman2304/suffixtree
A Java implementation of a Generalized Suffix Tree using Ukkonen's algorithm
aman2304/ViT-pytorch
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)