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Hi, I'm Taha
Name: Taha Bouhoun
Type: User
Company: Weights and Biases
Bio: Data Scientist
Location: San Francisco, CA
Blog: tahabouhoun.medium.com
A Monte Carlo method to evaluate the impact of change in infrastructure on ambulance response time (A case of the London Tower Bridge closure) 🚑
Exploring how probability theory can be modified to handle causal relationships directly through the do-calculus and structured causal models.
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.
Econometrics and Economic Systems: Core econometric and statistical methods to construct and validate economic and social models.
Different approaches to estimate the value of Pi
Final Project of Modern Computational Statistics
Google Research
Understanding trends, seasonalities, and processes of some of the most prominent greenhouse gases in the atmosphere.
Harnessing Artificial Intelligence Algorithms
Knowledge: Information Based Decisions
Continuous and Discrete Mathematical Systems
Modeling, Simulation, and Decision Making: Cellular Automata, Networks, and Monte Carlo simulations.
Connecting probability theory and statistics with Bayesian inference. Focusing on the data modeling process, probabilistic graphical models and Monte Carlo sampling.
Using Prophet by Facebook to generate time series forecasts.
Analyzing audio features from my personal Spotify data.
Visualizing data using networks in an artistic and insightful way
Optimization Methods: Analyzing optimization techniques and exploring optimization algorithms.
Mathematical and experimental proofs
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
All Algorithms implemented in Python
Taking Qiskit for a spin: An open-source quantum computing software development framework for leveraging today's quantum processors in research, education, and business.
Quantitative skills applied in the context of financial transactions
Computation: Solving Problems with Algorithms
Statistical physics lecture and tutorial from École Normale Supérieur
Comparative Case Studies using The Synthetic Control Method
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.
An algorithmic trading strategy based on sentiment analysis of r/wallstreetbets
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.