gauravchak Goto Github PK

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.

brace_expansion

Implement Bash Brace Expansion in C++ and Python

calibration_arch_in_ranking_mtml

We show how to add a calibration arch to multi task multi-label models used in ranking of recommender systems

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.

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

exploration_and_diversity_in_ranking

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

jina

Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data

kd_early_ranker

Covers a couple of approaches to training an early ranker with knowledge distillation from final ranker

lakshmi

Investing tools

online_learning_arma_sgd

open_questions

opta

Run your containerized workloads on any cloud, without devops

p0

Project 0: Implementing a key-value messaging system

pipelined_early_ranker

Pipelined early ranker in a recommender system

reward_maximizing_ranking

Adding REINFORCE based reward maximization to pointwise ranking

risk_aware_feed_construction

Describing the merit of constructing recommendation feeds that take into account risk

round-robin-ranking

A sample round robin ranking implementation

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

sports_predictions

A comparison of various methods of sports predictions

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