Pooja's Projects
Algorithms for outlier, adversarial and drift detection
This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection
An experimental open-source attempt to make GPT-4 fully autonomous.
š A ranked list of awesome machine learning Python libraries. Updated weekly.
All of the figures and notebooks for my deep learning book, for free!
Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.
Deep Learning Examples
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
The fastai book, published as Jupyter Notebooks
ā” boost inference speed of T5 models by 5x & reduce the model size by 3x.
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
Code Repository for Machine Learning with PyTorch and Scikit-Learn
šŗ Discover the latest machine learning / AI courses on YouTube.
Mushroom App
Config files for my GitHub profile.
Deep Learning (with PyTorch)