Ananya Bhatnagar's Projects
An anti-cheat system developed for CS:GO showcasing the capabilities of deep anomaly detection models on pseudo time-series data. Includes thorough data exploration and training scripts. In development.
Functions and classes to access online data resources. Maintainers: @keflavich and @bsipocz and @ceb8
A repository for customizing the public profile.
An NLP project involving BERT and text classification. Includes a Jupyter notebook describing the process of attaching a head to an existing SOTA model for fine-tuning an already capable task to a relevant task. Possibly outdated.
BitGPT: A 1-bit version of the GPT Language model, inspired from Andrej Karpthay's tutorial on building a GPT from scratch. In development.
Deep learning-based outlier/anomaly detection
A small collection of useful NLP tasks that can be automated via free API calls to Google's open-source Gemma model. The limited max output is virtually the only drawback. Archived since API calls to Gemini are no longer free outside of Google's sandbox.
JWST Data Analysis Tools Notebooks
Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.
A repository aimed at showcasing my research on massive stars.
A portfolio app, created using Tailwind CSS, JavaScript and HTML.
Semantic Segmentation using Amazon Sagemaker. Archived.
A library of implemented cherry-picked, cutting-edge, deep neural networks (usually presented in reputable conferences), created for ease of usage on various applications. In development.