leosmerling

Leo Smerling's repositories

py-tonic

POC (for now) of a gRPC server made in Rust (based on Tonic+PYO3) to server Python code.

Language:RustApache-2.04 20

catboost_inference

Catboost inference examples in Rust and Python

Language:Python300

feature-store

Machine Learning applications Feature Store implemented using hopeit.engine

Language:PythonMIT300

grpc-streams

GRPC Event Streaming (i.e. lightweight in-memory Kafka replacement) server written in Rust

Language:RustApache-2.0200

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Language:CApache-2.0100

arrow-datafusion

Apache Arrow DataFusion and Ballista query engines

Language:RustApache-2.0000

fraud-poc

Fraud detection ML pipeline and serving POC using Dask and hopeit.engine. Project created with nbdev: https://www.fast.ai/2019/12/02/nbdev/

Language:Jupyter NotebookApache-2.0000

grpc-cache

gRPC server acting as read lock-free key-value store (Single writer multiple reader), to be used as a cache for features or service states that is updated externally.

Language:RustMIT000

hopeit.engine

Python engine that allows creation and operations of reactive microservices

Language:PythonApache-2.0000

rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Language:RustApache-2.0000

rust-tokenizers

Rust-tokenizer offers high-performance tokenizers for modern language models, including WordPiece, Byte-Pair Encoding (BPE) and Unigram (SentencePiece) models

Apache-2.0000