Gaurav Chakravorty's repositories
two_tower_models
We write sample code for two tower models for retrieval and add RLHF/RLAIF style alignment with a ranking model to make the retrieval more aligned with the ranking model on top
causal_debiased_ranking
We will show how to factorize and debias ranking to improve personalization and reduce popularity bias both on item side and to reduce the dominance of power users.
sports_predictions
A comparison of various methods of sports predictions
kd_early_ranker
Covers a couple of approaches to training an early ranker with knowledge distillation from final ranker
reward_maximizing_ranking
Adding REINFORCE based reward maximization to pointwise ranking
brace_expansion
Implement Bash Brace Expansion in C++ and Python
apache-beam-explained
Source code for the YouTube video, Apache Beam Explained in 12 Minutes
bad-word-detector
Something that given a list of prohibited words, filters out text that contains them
beam
Apache Beam is a unified programming model for Batch and Streaming data processing.
Dask-analytics-ML
Data science and ML with Dask
Deep-Learning-Specialization-Coursera
Deep Learning Specialization courses by Andrew Ng, deeplearning.ai
eng-england
Football data for England (and Wales) incl. English Premier League, The Football League (Championship, League One, League Two), Football Conference etc.
engsoccerdata
English and European soccer results 1871-2017
pipelined_early_ranker
Pipelined early ranker in a recommender system
round-robin-ranking
A sample round robin ranking implementation
vector-clocks
Sample Go and Rust implementation of Vector Clocks
Fall2018-tutorials
Tutorials for Fall 2018
go-realtime-chat
A simple realtime chat application written in Go
gpt-learning
Trying to emulate Andrej Karpathy's language model video
gpt3-chatbot
Trying out how to use GPT-3 for a chatbot
self_learn_python
A set of exercise for people to fork and learn python
serverless-transformers-on-aws-lambda
Deploy transformers serverless on AWS Lambda
website-copy
A repository for exercism's website's copy