irrationomical's repositories
data-science-5620-fall-2021
Course website for the Fall 2021 semester of Data Science 5620 at Vanderbilt University.
OOTM-Option-Pricing-with-Power-Laws-and-News
Uses math heuristics and formulas published in Nassim Taleb's Statistical Consequences of Fat Tails book to price OOTM options. Tries to predict whether options will be valuable based on sentiment analysis in news.
a3c_trading
Trading with recurrent actor-critic reinforcement learning
airflow-provider-sample
A template repo for building and releasing Airflow provider packages.
docker-stacks
Ready-to-run Docker images containing Jupyter applications
DSND_Term2
Contains files related to content and project of DSND Term 2
mongo-spark-jupyter
Docker environment that spins up MongoDB replica set, Spark, and Jupyter Kab. Example code uses PySpark and the MongoDB Spark Connector.
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
langchain-dev
⚡ Building applications with LLMs through composability ⚡
OpenAI_Agent_Swarm
Early experiment to create fully autonomous agent swarms
pyspark-style-guide
This is a guide to PySpark code style presenting common situations and the associated best practices based on the most frequent recurring topics across the PySpark repos we've encountered.
python-training
Python training for business analysts and traders
PythonDataScienceFullThrottle
Downloads for my Safari Online Learning live training course Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies
spark-standalone-cluster-on-docker
Learn Apache Spark in Scala, Python (PySpark) and R (SparkR) by building your own cluster with a JupyterLab interface on Docker. :zap:
TaskWeaver
A code-first agent framework for seamlessly planning and executing data analytics tasks.
trace-ark-trades
Record all purchases and sales made by ARK Invest from 11/12/2019 to the present and visualize these trades via TradingView