Cem Sinan Ozturk's repositories
kap_fastapi
A Basic API implementation with FastAPI and MongoDB
build-your-own-x
🤓 Build your own (insert technology here)
kickstarter
A prediction analysis for classifying successful kickstarter projects
cemsinanOLD.github.io
My Personal Blog:
citation_map
Create a Gephi Citation Graph based on Text Analysis of PDFs from Zotero
Cookbook
The Data Engineering Cookbook
dbt
dbt (data build tool) enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
deep-quant
Deep learning for forecasting company fundamental data
fastai
The fastai deep learning library, plus lessons and tutorials
forecasting
Time Series Forecasting Best Practices & Examples
lifetimes
Lifetime value in Python
LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
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 ;)
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
sec-edgar
Download all companies periodic reports, filings and forms from EDGAR database.
Sleep-Matters
Survey Design and Statistical Analysis, April 2018
socialsent
Code and data for inducing domain-specific sentiment lexicons.
tethne
Python module for bibliographic network analysis.
value-investing-studies
Data Analysis Studies on Value Investing