Pinned Repositories
ambiverse-nlu
AmbiverseNLU: A Natural Language Understanding suite by Max Planck Institute for Informatics
BLINK
Entity Linker solution
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
deeplearning
Gen-RecSys
instacart-basket-prediction
Kaggle | Instacart Market Basket Analysis๐ฅ๐ฅ
lectures
Oxford Deep NLP 2017 course
llm-production-system
๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices:
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
recommenders
Best Practices on Recommendation Systems
yasark's Repositories
yasark/Gen-RecSys
yasark/llm-production-system
๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices:
yasark/trt-llm-rag-windows
A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM
yasark/yandex-cup-2022-recsys
2nd place solution for Next Like prediction task
yasark/awesome-twitter-algo
The release of the Twitter algorithm, annotated for recsys
yasark/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.
yasark/co-rise-causal-inference
Helpful files for https://corise.com/course/causal-inference-for-data-science
yasark/corise-mlops
co:rise mlops course
yasark/EXAQT
Code for our CIKM'21 paper "Complex Temporal Qestion Answering on Knowledge Graphs"
yasark/kaggle-otto-20th-place
My 20th Place Solution of Kaggle OTTO โ Multi-Objective Recommender System Competition
yasark/Kaggle-OTTO-Comp
yasark/Kaggle-Otto-Comp-1
I share my solution for the Otto Competition, scoring LB 0.601, using Reranker, Transformers and GRU
yasark/kaggle_otto_rs
3rd place solution
yasark/kd_early_ranker
Covers a couple of approaches to training an early ranker with knowledge distillation from final ranker
yasark/llama
Inference code for LLaMA models
yasark/llama-recipes
Examples and recipes for Llama 2 model
yasark/llm-applications
A comprehensive guide to building RAG-based LLM applications for production.
yasark/medhalt.github.io
yasark/metaseq-opt
Repo for external large-scale work
yasark/micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
yasark/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
yasark/mlops-with-vertex-ai
An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
yasark/Otto-kaggle-solution-makotupart
kaggle:otto competition 3rd place
yasark/otto_recsys-dataset
๐ A real-world e-commerce dataset for session-based recommender systems research.
yasark/recs-at-resonable-scale
Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow
yasark/retail-demo-store
AWS Retail Demo Store is a sample retail web application and workshop platform demonstrating how AWS infrastructure and services can be used to build compelling customer experiences for eCommerce, retail, and digital marketing use-cases
yasark/sidekickAI
yasark/the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
yasark/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
yasark/UNIQORN