Saurabh Gupta's repositories
Text-Classification-Datasets
Some commonly used datasets for text classification tasks
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
awesome-distributed-systems
A curated list to learn about distributed systems
BanditLib
Library of contextual bandits algorithms
engineeringladders
A framework for Engineering Managers
EPIJudge
EPI Judge - Preview Release
FastChat
An open platform for training, serving, and evaluating large languages. Release repo for Vicuna and FastChat-T5.
flameup
An educational resource to help anyone learn deep reinforcement learning using PyTorch and Ray. FlameUp is a fork of SpinningUp, focusing on PyTorch implementations and distributed computing using Ray.
languagetool
Style and Grammar Checker for 25+ Languages
LESS
Preprint: Less: Selecting Influential Data for Targeted Instruction Tuning
macarico
learning to search in pytorch
machine-learning-flashcards
Machine learning flashcards
Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
ml-engineering
Machine Learning Engineering Guides and Tools
onn
Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
oracle_cb
Experimentation for oracle based contextual bandit algorithms.
PRML
PRML algorithms implemented in Python
python-cheatsheet
Comprehensive Python Cheatsheet
ray
A fast and simple framework for building and running distributed applications.
reco-gym
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
Text-Generation-gpt2
Service for generating text using GPT-2 model, deployed on Google Cloud.
transformers-bart-pretrain
Script to pre-train hugginface transformers BART with Tensorflow 2
tree-of-thoughts
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%