Pinned Repositories
2015
Public material for CS109
Anomaly-Detection
Anomaly detection algorithm implementation in Python
chr7stos.github.io
Personal site
fastbook
Draft of the fastai book
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
python_monte_carlo_methods
Monte Carlo methods using Python
PythonForDataScience
PythonForDataScience
streamlit-example
An example of using streamlit to create a dashboard
transitions
A lightweight, object-oriented finite state machine implementation in Python
data-modeling-protocol
A standardized protocol for exploring data, and selecting features.
chr7stos's Repositories
chr7stos/Anomaly-Detection
Anomaly detection algorithm implementation in Python
chr7stos/chr7stos.github.io
Personal site
chr7stos/transitions
A lightweight, object-oriented finite state machine implementation in Python
chr7stos/fastbook
Draft of the fastai book
chr7stos/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
chr7stos/streamlit-example
An example of using streamlit to create a dashboard
chr7stos/amazon-neptune-samples
Samples and documentation for using the Amazon Neptune graph database service
chr7stos/Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
chr7stos/beautiful-jekyll
Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll
chr7stos/berlin-shapes
Berlin's Boroughs (Bezirke) as KML and GeoJSON
chr7stos/bits
chr7stos/chat-gpt-starter
This is a Python Flask starter pack for a ChatGPT project that uses OpenAI API to create a ChatGPT chatbox.
chr7stos/chr7stos
chr7stos/cortex
The repo for the Django app, that controls all the data flows.
chr7stos/cortex_old
back-end for webmarks
chr7stos/data-version-control
chr7stos/drakaina
chr7stos/examples-in-python
chr7stos/fipi
Automatized political analysis of text. The machine learning model is trained on data from the https://manifestoproject.wzb.eu/ and uses bag-of-words features to predict political tendencies.
chr7stos/ml.school
Machine Learning School
chr7stos/nbdev_baam
chr7stos/pgmpy
Python Library for Probabilistic Graphical Models
chr7stos/poole
The Jekyll Butler. A no frills responsive Jekyll blog theme.
chr7stos/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
chr7stos/projects
chr7stos/pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
chr7stos/Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
chr7stos/tensorflow
Computation using data flow graphs for scalable machine learning
chr7stos/tutorials
Tutorials repository
chr7stos/veekaybee.github.io
Tech blog