Ayushman Singh's Projects
IBM Analog Hardware Acceleration Kit
Avalanche: an End-to-End Library for Continual Learning.
Master programming by recreating your favorite technologies from scratch.
An open-source visual programming environment for battle-testing prompts to LLMs.
All assignments completed for the CS360 - Machine Learning Lab @IIITGuwahati in the Monsoon 2020 Semester
Databricks SDK for Python (Beta)
Diffusion Net TensorFlow implementation
An open-source link management tool for modern marketing teams to create, share, and track short links.
Twitter's Effective Scala Guide
PyTorch extensions for high performance and large scale training.
FFCV: Fast Forward Computer Vision (and other ML workloads!)
A clone of Google Sheets (work in progress)
Protein Graph Library
Python toolkit for quantitative finance
Dimensionality reduction in very large datasets using Siamese Networks
A JupyterLab extension for displaying cell timings
Limit long text output for a single JupyterLab mime render.
A labextension to integrate pyflyby with notebooks
Koalas: pandas API on Apache Spark
Manage kernelspecs from within JupyterLab
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.