Pinned Repositories
100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
dsc_intro
Exercises to accompany the free Springboard introductory data science "taster" course.
javascript-koans
Koans to learn Javascript
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
project-walkthroughs
lamass's Repositories
lamass/5-Days-Live-EDA-and-Feature-Engineering
lamass/A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-Market
We used LSTM Neural Network to predict stock market volatility and then used discrete signal processing to find anomalous time spans that might be due to an illegal insider trading. Technology used: Keras, Tensorflow, Matlab, Python.
lamass/acme
A library of reinforcement learning components and agents
lamass/backtrader
Python Backtesting library for trading strategies
lamass/csv_to_db_automation
Python script that automates CSV file imports to a postgres database
lamass/Data-Science-Algorithm-Gallery
Bare-bone implementation of algorithms and explanations.
lamass/Data-Science-Projects
Repository containing data science projects.
lamass/Deep_Learning_Tutorial
Open Sourcing all my deep learning tutorials and cheet sheets.
lamass/DS_academic_papers
Code from data science blog.
lamass/Dynamic-Stock-Co-Movement-Graphs-for-Stock-Predictions
Code for paper "Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions"
lamass/featuretools
Adapted exercise from here: https://github.com/Featuretools/predict-customer-churn/blob/master/churn/3.%20Feature%20Engineering.ipynb
lamass/High-Frequency-Trading-Model-with-IB
A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion in Python
lamass/inpredo
Inpredo is a Deep Learning tool which looks into financial charts and predicts stock movements.
lamass/Machine-Learning
Applying Machine learning Algorithms on various data sets.
lamass/ml-trading-book
This repository contains the python codes as well as data files which have been included in the ML for Trading ebook
lamass/ML001-Project-Sources-Code-and-Learning-Materials
ML001 Sources Code and Learning Materials
lamass/ML_Tutorial_var
Open-Sourcing all of my python tutorials. Please use jupyter notebooks or google colab to run the notebooks and create an issue if there are any problems.
lamass/pandas-videos
Jupyter notebook and datasets from the pandas Q&A video series
lamass/Publications
lamass/pybot-tos
This program is an automated trading bot that uses TDAmeritrades Thinkorswim trading platform's scanners and alerts systems to place trades dynamically using the TDAmeritrade API.
lamass/pyspark-docker-jupyter-examples
lamass/python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
lamass/Python_Tutorial
Open-Sourcing all of my python tutorials.
lamass/quantinsti_statarb
lamass/ReinforcementLearningCourse
lamass/scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
lamass/SpringboardExercises
All exercises from Springboard's Software Engineering Career Track Bootcamp.
lamass/Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
lamass/stock-trading-bot
Day trades stocks in Python.
lamass/TimeSeriesAnalysisWithPython