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Sean Koval's Projects

algo_ds icon algo_ds

Algorithms and Data structures work partnered with useful notes and links.

atlas icon atlas

Venture Capital API - collecting, analyzing, and making inferences about vc/startups using alternative data.

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

bond_pricer icon bond_pricer

Python class and jupyter iPython notebook for pricing a fixed coupon bond

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-bitcoin-sentiment-analysis icon deep-learning-bitcoin-sentiment-analysis

Repository containing work for w251 final project. The project is in regards to exploring sentiment analysis and price prediction of bitcoin using deep learning and twitter data.

dyno icon dyno

Back-testing and deployment engine for Interactive Brokers.

flight-delay-prediction icon flight-delay-prediction

Data processing and modeling pipeline to predict if a flight is going to be delayed by more than 15 minutes 2 hours before flight departure. The pipeline uses pySpark and Databricks for distributed processing to improve data cleaning and model training times.

go icon go

Exercism exercises in Go.

go-1 icon go-1

The Open Source Data Science Masters

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

proxybroker icon proxybroker

Proxy [Finder | Checker | Server]. HTTP(S) & SOCKS :performing_arts:

pythonportmgmt icon pythonportmgmt

Series of tools for analyzing performance, measuring risk, and constructing equity portfolios. Included is a series of notebooks for demonstrating use cases and aiding in interpretability.

pyval icon pyval

Tools for fetching, parsing, and building various financial valuation models.

sentilab icon sentilab

Tools and notebooks related to the use of sentiment analysis and NLP (textual analysis) for investment insight.

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