cleysonl

Carlos Leyson's starred repositories

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

MIT164638 5748 633

awesome-public-datasets

A topic-centric list of HQ open datasets.

MIT58911 2271 113

dive

A tool for exploring each layer in a docker image

Language:GoMIT44119 356 316

awesome-computer-vision

A curated list of awesome computer vision resources

20171 1183 23

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Language:Jupyter Notebook12793 296 820

bocker

Docker implemented in around 100 lines of bash

Language:ShellGPL-3.011158 273 15

nn-zero-to-hero

Neural Networks: Zero to Hero

Language:Jupyter NotebookMIT10659 274 27

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

8463 213 4

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Language:PythonMIT5684 52 1625

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

Language:Jupyter NotebookApache-2.03642 60 92

pandera

A light-weight, flexible, and expressive statistical data testing library

Language:PythonMIT3084 18 798

mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Language:Jupyter NotebookMIT2785 54 19

nba_api

An API Client package to access the APIs for NBA.com

Language:PythonMIT2324 89 299

course22

The fast.ai course notebooks

Language:Jupyter Notebook2227 48 71

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

1912 38 7

MLE-Flashcards

200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.

GPL-3.01887 32 2

DataProfiler

What's in your data? Extract schema, statistics and entities from datasets

Language:PythonApache-2.01372 21 175

dstack

An open-source container orchestration engine for running AI workloads in any cloud or data center. https://discord.gg/u8SmfwPpMd

Language:PythonMPL-2.01145 10 706

python-versioneer

version-string management for VCS-controlled trees

Language:PythonUnlicense1063 19 212

hamilton

A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton

Language:PythonBSD-3-Clause-Clear865 20 106

practical-ml-vision-book

Language:Jupyter NotebookApache-2.0461 22 12

awesome-online-machine-learning

:bookmark_tabs: Online machine learning resources

CC0-1.0458 20 1

distributed-ml-patterns

Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo

Language:PythonApache-2.0346 13 5

fsdl-text-recognizer-2022-labs

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

Language:Jupyter NotebookMIT280 7 1

recs-at-resonable-scale

Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow

Language:PythonMIT223 9 2

foundation-models-for-dbt-entity-matching

Playground for using large language models into the Modern Data Stack for entity matching

Language:PythonMIT104 30

dsbook

Code samples for the Effective Data Science Infrastructure book

Language:PythonApache-2.096 6 2

feast-workshop

A workshop with several modules to help learn Feast, an open-source feature store

Language:Jupyter Notebook73 10 1

taxi-demo-rp-mz-rv-rd-st

🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations

Language:PythonMIT45 40

de4ml

Supporting materials/code examples for my course in data engineering for machine learning.

Language:Python38 70