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Shailja's Projects

al-folio icon al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

backend icon backend

Common source, scripts and utilities for creating Triton backends.

big-bench icon big-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

codegen icon codegen

CodeGen is an open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

deep-learning icon deep-learning

Stacked Denoising Autoencoders (SDA) implemented in TensorFlow to analyze clinical health records and construct deep learning models to predict future patient complications.

ds-1000 icon ds-1000

Official data and code release for the paper DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation.

energylens icon energylens

Inferring human activity by the fusion of smart meter data and smartphone sensor data such as wifi and Audio

exploratory_data_analysis icon exploratory_data_analysis

This is a repository for any and all code written for the Exploratory Data Analysis Coursera course through Johns Hopkins University.

finetune-gpt2xl icon finetune-gpt2xl

Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed

fma icon fma

FMA: A Dataset For Music Analysis

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