4rn1w3sth's repositories
saas-template
SaaS template for AWS, Amplify, React, NextJS and Chakra
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-dbt
A curated list of awesome dbt resources
awesome-mlops
A curated list of references for MLOps
Made-With-ML
Learn how to responsibly deliver value with machine learning.
modern-data-stack
This repo helps bootstrap the infrastructures with a modern data stack on Google Cloud Platform using Terraform.
awesome-online-machine-learning
Online machine learning resources
awesome_time_series_in_python
This curated list contains python packages for time series analysis
data-science-at-scale
A Pythonic introduction to methods for scaling your data science and machine learning work to larger datasets and larger models, using the tools and APIs you know and love from the PyData stack (such as numpy, pandas, and scikit-learn).
DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
dbt-container-skeleton
All the basics to get a nice containerized dbt development environment
dbt2looker
Generate lookml for views from dbt models
ga4-bigquery-starter
A starter package of dbt models for the GA4 BigQuery stream
hftbacktest
A high-frequency trading and market-making backtesting tool accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
LOBFrame
We release `LOBFrame', a novel, open-source code base which presents a renewed way to process large-scale Limit Order Book (LOB) data.
mango-explorer
A project to explore and provide useful code for Mango Markets (https://mango.markets/).
mango-v3-service
REST API Service for mango markets version 3
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
mlfinlab
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
mz-twitch-analytics
Self-contained demo using Kafka, Materialize and Metabase to check what's streaming on Twitch. All you need is Docker and Twitch access tokens! :space_invader:
nautilus_trader
A high-performance algorithmic trading platform and event-driven backtester
NautilusCSharp
The open-core for enterprise-grade algorithmic trading infrastructure
ol-data-pipelines
Pipeline definitions for managing data flows to power analytics at MIT Open Learning
practical-data-engineering
Real estate dagster pipeline
serum-data
A web interface for viewing market data from Project Serum, on the Solana blockchain.
sql-snippets
A curated collection of helpful SQL queries and functions, maintained by Count.
Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
tardis-machine
Locally runnable server with built-in data caching, providing both tick-level historical and consolidated real-time cryptocurrency market data via HTTP and WebSocket APIs