Pinned Repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
awesome-python-videos
Learn and watch python, machine learning, and data science videos from conferences (PyCon, PyData, SciPy, PyBay, EuroPython)
machine-learning-for-trading
Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading
medium_articles
Scripts/Notebooks used for my articles published on Medium
Multiple-Solutions-for-Leetcode-Problems
Solved SQL questions in the second round. Aim to organize Multiple solutions and thoughts for each question, compare and find the optimal ones.
NumericalMethods
website for numerical methods course
Python-Social-Media-Analytics
Python Social Media Analytics, published by Packt
Tensorflow_lessons
Collection of tensorlow examples created for my lesson plans w/ iDTech
udemy-downloader-gui
A desktop application for downloading Udemy Courses
vectorbt
Python library for backtesting and analyzing trading strategies at scale
FinTrek's Repositories
FinTrek/ai_predict_recession
AI SVM algorithm predict recession
FinTrek/Arc2Face
[ECCV 2024 Oral🔥] Arc2Face: A Foundation Model for ID-Consistent Human Faces
FinTrek/backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
FinTrek/data-engineering-zoomcamp
Free Data Engineering course!
FinTrek/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
FinTrek/FinRL
A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥
FinTrek/higher_moments
Application and simulation study of identification from non-Gaussianity.
FinTrek/Intelligent-Video-Analytics-with-NVIDIA-Jetson-and-Microsoft-Azure
A repository demonstrating an end-to-end architecture for Intelligent Video Analytics using NVIDIA hardware with Microsoft Azure
FinTrek/interactive-brokers-trading-bot-tutorial
Repo for my Interactive Brokers trading bot tutorial on YouTube
FinTrek/JuliaDataScience
Book on Julia for Data Science
FinTrek/Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
FinTrek/medium-articles
Repository for the code used in my Medium articles
FinTrek/Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
FinTrek/MS-VAR
FinTrek/new_sahm_rule
New Sahm rule predict economic recession
FinTrek/NLP_ML_Visualization_Tutorial
This is a step by step tutorial for text analyst who want an easy start to basic and and common techniques in NLP, Text Analysis, Machine Learning, Topic Modelling and corpus Linguistics. The tutorial is pat of the "Data Visualisation Workshop for Critical Computational Discourse" at the Data Science Institute at Lancaster University, UK. Presented by Dr Mahmoud El-Haj https://www.lancaster.ac.uk/staff/elhaj
FinTrek/optbinning
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
FinTrek/powerbi
PowerBI Training by Myla RamReddy
FinTrek/Python_Trading_Snippets
Collections of snippets for trading I find interesting
FinTrek/recession-indicator
Code and data for the paper "Has the Recession Started?"
FinTrek/robin_stocks
This is a library to use with Robinhood Financial App. It currently supports trading crypto-currencies, options, and stocks. In addition, it can be used to get real time ticker information, assess the performance of your portfolio, and can also get tax documents, total dividends paid, and more. More info at
FinTrek/sample2
FinTrek/sample3
FinTrek/sample4
FinTrek/stderr_calibration_matlab
Standard errors for moment matching estimators given limited knowledge about the moment variance-covariance matrix
FinTrek/stderr_calibration_python
Standard errors for moment matching estimators given limited knowledge about the moment variance-covariance matrix
FinTrek/TensorFlow
Project containig related material for my TensorFlow articles
FinTrek/Travel_SPAIN
FinTrek/US_Economic_Data_Analysis
Jupyter notebooks for analysis of US federal debt levels, tax revenues, budget deficit, evolution of yields on treasury borrowings, treasury yield curves and inflation expectations, unemployment and participation rates, quantitative easing. All analysis is based on data provided by FRED.
FinTrek/zacks-estimates-financial-statements
ETL for Zacks Estimates and Financial Statements