Taha Bouhoun's repositories
Econometrics_and_Economic_Systems
Econometrics and Economic Systems: Core econometric and statistical methods to construct and validate economic and social models.
Temperature_Forecast_Algeria
This report gathers temperature data from 52 stations in Algeria, each station has a different timeline with the earliest measurement taken in January 1880. The data points represent the monthly average temperature.
Synthetic_Control_Method
Comparative Case Studies using The Synthetic Control Method
Ambulance_Fleet_Simulation
A Monte Carlo method to evaluate the impact of change in infrastructure on ambulance response time (A case of the London Tower Bridge closure) đźš‘
Causal_Inference_Tutorial
Exploring how probability theory can be modified to handle causal relationships directly through the do-calculus and structured causal models.
Modeling_Simulation
Modeling, Simulation, and Decision Making: Cellular Automata, Networks, and Monte Carlo simulations.
Modern_Computational_Statistics
Connecting probability theory and statistics with Bayesian inference. Focusing on the data modeling process, probabilistic graphical models and Monte Carlo sampling.
Quantitative_Trading
Quantitative skills applied in the context of financial transactions
Trading_WallStreetBets_Sentiments
An algorithmic trading strategy based on sentiment analysis of r/wallstreetbets
COVID_Movement_Range
Movement Range Maps are part of the datasets that Facebook shares publicly on many countries as part of their Data for Good program. The dataset includes the geospatial polygons as well as the movement change for the last five months relative to the whole month of February 2020.
google-research
Google Research
Greenhouse_Emissions_Algeria
Understanding trends, seasonalities, and processes of some of the most prominent greenhouse gases in the atmosphere.
Harnessing_Artificial_Intelligence_Algorithms
Harnessing Artificial Intelligence Algorithms
Mathematical_Systems
Continuous and Discrete Mathematical Systems
Monitoring_Temperature_Measurements
Using Prophet by Facebook to generate time series forecasts.
Music_Taste_Analysis
Analyzing audio features from my personal Spotify data.
Net_Art_Work
Visualizing data using networks in an artistic and insightful way
Optimization_Methods
Optimization Methods: Analyzing optimization techniques and exploring optimization algorithms.
Paradox_Simulation
Mathematical and experimental proofs
Qiskit_Quantum_Computing
Taking Qiskit for a spin: An open-source quantum computing software development framework for leveraging today's quantum processors in research, education, and business.
Solving_Problems_with_Algorithms
Computation: Solving Problems with Algorithms
Statistical_Physics
Statistical physics lecture and tutorial from École Normale Supérieur
Travel_Time_Algiers
Travel time estimate in the city of Algiers populated by Google Maps API
Finding_Pi
Different approaches to estimate the value of Pi
Forecasting_Carbon_Dioxide
Final Project of Modern Computational Statistics