Repository Index

Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022

• coursework
• fraud-detection
• introduction-to-machine-learning
• machine-learning

TranslatedLearning machine learning and quantitative analysis, in progress

Implementation of various topic models

Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.

An enhanced interactive Shell for Common Lisp (based on the Jupyter protocol)

Compilado de recursos sobre Computação Quântica em português

Docker container for Kafka - Spark Streaming - Cassandra

Big Data essentials: Hadoop, MapReduce, Spark. Explore tutorials and demos in Jupyter notebooks—most are self-contained and live, ready to run with a click.

• big-data
• bigdata
• spark
• spark-sql

Generate random crop fields for Ignition Gazebo

AuShadha (औषध): Means medicine in Sanskrit. This is a Electronic Medical Records (EMR) and Public Health Management for small clinics written in Django and Dojo

Simple demo of filtering signal with an LPF and plotting its Short-Time Fourier Transform (STFT) and Laplace transform, in Python.

• stft
• hanning-window
• laplace-transform
• fft

Tools for drawing 2d and 3d interactive visualizations using Jupyter proxy widgets

UV-first benchmark for protein-ligand docking with reproducible annotation, pocket similarity, and HPC workflows.

• benchmark
• bioinformatics
• cheminformatics
• computational-chemistry

Single Image Random Dot Stereogram for Tensorflow

• tensorflow
• jupyter-notebook
• 3d-reconstruction
• stereogram-creator

Comparing the performance of Stacked Ensemble Learning & machine learning algorithms like Random Forest, Decision Tree, Adaboost, Gradient Boost and XGBoost Classifier in Python for Stock Market Trend Prediction.