rmhachar
Data Scientist with a passion for using cutting-edge methods to unlock value. Specialties in computer vision, forecasting, and reinforcement learning.
LimetreeDallas, TX
Pinned Repositories
ML_return_prediction
A basic tutorial for predicting individual stock returns using Python's machine learning packages.
Cryptocurrency-Real-Time-Analytics
Analysis and Modelling of Cryptocurrency in Real Time
kaggle-seedling-identification
A walkthrough for building a convolutional neural network capable of classifying images.
sentiment_analysis
A basic tutorial for sentiment analysis with the Twitter API.
time-series-forecasting-methods
This repo compares boosting method performance when forecasting hourly energy consumption
q-learning-example
A walkthrough for setting up a basic reinforcement learning algorithm using Q-Learning and Deep Q Networks.
exploring-address-parsing-apis
A notebook for exploring the output of various address parsing APIs
image_recognition_walkthrough
A walkthrough for creating a basic image classifier
JSON_to_CSV
A simple file to convert JSON data into CSV format
kaggle-house-price-regression
A Python script for the prediction of House Prices using regression techniques.
rmhachar's Repositories
rmhachar/rmhachar.github.io
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rmhachar/q-learning-example
A walkthrough for setting up a basic reinforcement learning algorithm using Q-Learning and Deep Q Networks.
rmhachar/time-series-forecasting-methods
This repo compares boosting method performance when forecasting hourly energy consumption
rmhachar/exploring-address-parsing-apis
A notebook for exploring the output of various address parsing APIs
rmhachar/rnn-text-classification
A walkthrough for setting up a basic recurrent neural network to classify text.
rmhachar/kaggle-house-price-regression
A Python script for the prediction of House Prices using regression techniques.
rmhachar/monte_carlo_simulation
A basic tutorial for performing Monte Carlo simulation in Python.
rmhachar/monte-carlo-tree-search
This repo uses a basic Monte Carlo Tree Search (MCTS) algorithm to create an AI capable of playing tic-tac-toe.
rmhachar/Cryptocurrency-Real-Time-Analytics
Analysis and Modelling of Cryptocurrency in Real Time
rmhachar/kaggle-seedling-identification
A walkthrough for building a convolutional neural network capable of classifying images.
rmhachar/sentiment_analysis
A basic tutorial for sentiment analysis with the Twitter API.
rmhachar/image_recognition_walkthrough
A walkthrough for creating a basic image classifier
rmhachar/JSON_to_CSV
A simple file to convert JSON data into CSV format
rmhachar/portfolio_optimization
A basic tutorial for optimizing the Sharpe Ratio of a portfolio of stocks.
rmhachar/selenium_web_scraping
A basic tutorial for scraping data with Selenium and Python.
rmhachar/ML_return_prediction
A basic tutorial for predicting individual stock returns using Python's machine learning packages.