GitHub topics: probabilistic-programming
brylevkirill/notes
Learn about Machine Learning and Artificial Intelligence
Size: 9.48 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 916 - Forks: 237

rwth-irt/BayesianPoseEstimation.jl
6D pose estimation using sampling-based Bayesian inference algorithms. Produced the results of Tim Redick's dissertation.
Language: Julia - Size: 5.85 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

carpentries-incubator/statistical-probabilistic-programming-r
Introduction to Probabilistic Programming
Language: R - Size: 29.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 6

eggplantbren/DNest4
Diffusive Nested Sampling
Language: C++ - Size: 7.09 MB - Last synced at: 28 days ago - Pushed at: 8 months ago - Stars: 69 - Forks: 23

kach/designing-perceptual-puzzles-by-differentiating-probabilistic-programs
Supplementary materials for our SIGGRAPH 2022 paper
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tttc3/MCCube
Markov Chain Cubature via JAX. Efficient SDE solving and Bayesian inference.
Language: Python - Size: 232 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

alexhallam/tablespoon
🥄✨Time-series Benchmark methods that are Simple and Probabilistic
Language: Python - Size: 2.83 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 41 - Forks: 1

AlexIoannides/pymc-stochastic-process
Bayesian Inference and parameter estimation in quant finance.
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AlexIoannides/pymc-example-project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Language: Jupyter Notebook - Size: 77.3 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 105 - Forks: 18

barrust/count-min-sketch
Count-Min Sketch Implementation in C
Language: C - Size: 63.5 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 47 - Forks: 16

JohnGoertz/Gumbi
Gaussian Process Model Building Interface
Language: Python - Size: 19 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 50 - Forks: 1

ShogunYash/My-Code-Space
This contains my course assignments of SEM 3
Language: Python - Size: 4.86 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

liesel-devs/liesel-jss
Installation instructions and supplementary material for the Liesel JSS manuscript
Size: 27.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

daeh/computed-appraisals
Computed Appraisals Model. Code and data for the 2023 paper, "Emotion prediction as computation over a generative theory of mind"
Language: Python - Size: 9.52 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 2

ChiSym/Gen.clj
A general-purpose probabilistic programming system with programmable inference.
Language: Clojure - Size: 13.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 21 - Forks: 3

kumar-shridhar/ProbAct-Probabilistic-Activation-Function
Official PyTorch implementation of the paper : ProbAct: A Probabilistic Activation Function for Deep Neural Networks.
Language: Jupyter Notebook - Size: 1.09 MB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 13 - Forks: 4

rstammer/cmd_stan_rb
Ruby interface to Stan for Bayesian Inference from Ruby environments
Language: Jupyter Notebook - Size: 4.53 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

pymc-devs/symbolic-pymc
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
Language: Python - Size: 3.79 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 62 - Forks: 8

biaslab/ForneyLab.jl
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
Language: Julia - Size: 33.3 MB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 149 - Forks: 33

JuliaRobotics/KernelDensityEstimate.jl
Kernel Density Estimate with product approximation using multiscale Gibbs sampling
Language: Julia - Size: 640 KB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 7

tallamjr/tubingen-probabilistic-ml
Material for Philipp Hennig's course: Probabilistic Machine Learning, at Tubingen
Language: Jupyter Notebook - Size: 200 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 1

harshal306/PredictingSemanticOrientationOfCommunication
Sentiment Analysis of Communication over Social Network
Language: C - Size: 1.9 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 4

JamesYang007/autoppl
C++ template library for probabilistic programming
Language: C++ - Size: 2.3 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 47 - Forks: 5

ziatdinovmax/pyroVED
Invariant representation learning from imaging and spectral data
Language: Python - Size: 112 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 50 - Forks: 11

lovasoa/bloomfilter
Simplistic (but fast) java implementation of a bloom filter.
Language: Java - Size: 65.4 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 40 - Forks: 21

prismplp/prism
probabilistic logic programming language for statistical modeling
Language: C++ - Size: 28.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 28 - Forks: 2

davidar/stochaskell
Language: Haskell - Size: 4.88 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 3

rwth-irt/BayesNet.jl
Type stable implementation of a Bayesian network.
Language: Julia - Size: 312 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

jhrcook/pymc3-stan-comparison
Comparing the performance of the probabilistic programming languages PyMC3 and Stan.
Language: Python - Size: 15.6 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

dvrshil/pml-gp
Probabilistic ML
Language: Jupyter Notebook - Size: 565 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

google-research/recsim_ng
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems
Language: Jupyter Notebook - Size: 3.69 MB - Last synced at: 17 days ago - Pushed at: about 3 years ago - Stars: 118 - Forks: 16

zombie-einstein/probabilistic_ca
Probabilistic Cellular Automata Design and Analysis
Language: Python - Size: 7.05 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 2

pymc-devs/pymc-data-umbrella
Website: Data Umbrella & PyMC open source sessions
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mohd-faizy/Probabilistic-Deep-Learning-with-TensorFlow
Probabilistic Deep Learning finds its application in autonomous vehicles and medical diagnoses. This is an increasingly important area of deep learning that aims to quantify the noise and uncertainty that is often present in real-world datasets.
Language: Jupyter Notebook - Size: 47.8 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 63 - Forks: 34

JBris/stan-cmdstanr-gpu-docker
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling. GPU support using OpenCL is available.
Language: Dockerfile - Size: 32.2 KB - Last synced at: 10 days ago - Pushed at: 5 months ago - Stars: 5 - Forks: 0

rajvi-patel-22/Thalassemia-Probability-Project
Thalessemia cannot be completely stopped or controlled, but we can predict at which generation the thalassemia genotype becomes minor and is not severe.
Language: Java - Size: 976 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 2

jpneto/topicsInPython
Jupyter notebooks about Programming, Statistics and Math
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PGM-Lab/InferPy
InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy
Language: Jupyter Notebook - Size: 31 MB - Last synced at: 20 days ago - Pushed at: 11 months ago - Stars: 148 - Forks: 14

dedztbh/KuantumCircuitSim
A Fast & Lightweight Quantum Circuit Simulator & Analyzer implemented in Kotlin.
Language: Kotlin - Size: 182 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

epiforecasts/stanedit
Edit stan models from R
Language: R - Size: 88.9 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

ax-va/Project-BayesianPy
This is a collection of algorithms and models written in Python for probabilistic programming. The main focus of the package is on Bayesian reasoning by using Bayesian networks, Markov networks, and their mixing.
Language: Python - Size: 1.54 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

statsim/app
StatSim. Bayesian inference and statistical simulations in the browser
Language: JavaScript - Size: 6.11 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 2

crisprin17/SensibleSleep
SensibleSleep is an open-source Python package that implements a Hierarchical Bayesian model for learning sleep patterns from smartphone screen-on events.
Language: Python - Size: 443 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

tuchris/Bayesian-Modeling-of-LED-Thermal-Systems
Repository accompanying the Master's Thesis: Bayesian Modeling of LED Thermal Systems for Advancing Predictive Maintenance. It contains the source code and data for Bayesian thermal modeling and analysis.
Size: 1.95 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

NiemaAM/Ghost-Buster-Game
Online GhostBuster Game example for Probabilisitc Reasoning with JavaScript, HTML and CSS.
Language: JavaScript - Size: 23.1 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

probcomp/Genify.jl
Automatically convert Julia methods to Gen functions.
Language: Julia - Size: 1.25 MB - Last synced at: 5 days ago - Pushed at: about 4 years ago - Stars: 47 - Forks: 1

lasapp/lasapp
Replication package for paper submission with the same name.
Language: Python - Size: 350 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

baggepinnen/Turing2MonteCarloMeasurements.jl
Interface between Turing.jl and MonteCarloMeasurements.jl
Language: Julia - Size: 35.2 KB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0

praise106-research/Plinko-KLEE-Clang
Examples and Programs for Probabilistic Symbolic Execution project. This has been built using KLEE, LLVM, Haskell & python3.
Language: C++ - Size: 76.1 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

A1arcon/R_Actuarial
El objetivo de este repositorio es brindar un apoyo a la comunidad interesada en mejorar sus técnicas en el lenguaje de programación R o emprenderlo desde un punto de vista muy aplicado. Un repositorio con códigos de R para aplicaciones actuariales: probabilidad, estadÃstica, riesgo y finanzas.
Language: R - Size: 1.24 GB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 85 - Forks: 15

jackyhuynh/ProbabilityInRobotic
Probability is fundamental to the Robotic movement. As humans, we solve these probabilities in a variety of ways.
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amzn/MXFusion 📦
Modular Probabilistic Programming on MXNet
Language: Python - Size: 6.98 MB - Last synced at: 29 days ago - Pushed at: about 2 years ago - Stars: 104 - Forks: 31

fused-effects/fused-effects-random
Random number generation for fused-effects.
Language: Haskell - Size: 118 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

dirmeier/dmvi
Diffusion models for probabilistic programming
Language: Jupyter Notebook - Size: 1.13 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

SrGrace/10-Days-of-Statistics-Challenges
10 Days of Statistics Challenges at HackerRank
Language: C++ - Size: 65.4 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 11 - Forks: 12

Ahmed-Walaaeldin/Bayesian-Inference-classifier
Bayesian inference implementation and comparing accuracy against Sklearn
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cscherrer/Tilde.jl
WIP successor to Soss.jl
Language: Julia - Size: 383 KB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 74 - Forks: 1

cslarsen/miller-rabin
The Miller-Rabin probabilistic primality test in C++ w/GMP
Language: C++ - Size: 17.6 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 31 - Forks: 7

trungnt13/odin-ai
Orgainzed Digital Intelligent Network (O.D.I.N)
Language: Python - Size: 7.02 MB - Last synced at: 28 days ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 11

probcomp/metaprob
An embedded language for probabilistic programming and meta-programming.
Language: JavaScript - Size: 4.78 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 168 - Forks: 16

ron010-1/probEstProject
Language: HTML - Size: 530 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

beekill95/numpyro-doing-bayesian
My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.
Language: Python - Size: 190 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1

probprog/bopp
BOPP: Bayesian Optimization for Probabilistic Programs
Language: Clojure - Size: 412 KB - Last synced at: 22 days ago - Pushed at: over 7 years ago - Stars: 114 - Forks: 18

theomgdev/Charlie7
The Unique Charlie7 Text Generation Model is a sophisticated algorithm designed for generating text based on patterns learned from input data. This model is particularly useful for tasks such as text completion, suggestion, and generation.
Language: JavaScript - Size: 20.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

quangtiencs/bayesian-cognitive-modeling-with-turing.jl
Bayesian Cognitive Modeling with Turing.jl (Julia Programming Language)
Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 1

eloMG/Probabilistic-load-forecasting-with-Reservoir-Computing
Probabilistic load forecasting with Reservoir Computing
Language: Jupyter Notebook - Size: 111 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 3

joshuacortez/bayesian-blog
Code and explanations on modeling a collegiate basketball tournament using pymc
Language: Jupyter Notebook - Size: 166 KB - Last synced at: 10 months ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

kirangauthier/enzymeBayesKucukelbir
Repository for Machine Learning with Probabilistic Programming by Alp Kucukelbir
Language: Jupyter Notebook - Size: 24.9 MB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

UBOdin/mimir
Data-ish exploration through SQL+Uncertainty
Language: Scala - Size: 126 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 13

argmaxml/conjugate_prior
Implementation of the conjugate prior table for Bayesian Statistics
Language: Python - Size: 69.3 KB - Last synced at: 5 days ago - Pushed at: 11 months ago - Stars: 52 - Forks: 7

bagnalla/zar
Formally Verified Samplers From Probabilistic Programs With Loops and Conditioning
Language: Coq - Size: 14.4 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

di-unipi-socc/EdgeUsher
A declarative prototype to solve the VNF placement in Cloud-Edge scenarios.
Language: Prolog - Size: 37.5 MB - Last synced at: 11 months ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 2

UBC-Stat-ML/blangSDK
Blang's software development kit
Language: Xtend - Size: 3.09 MB - Last synced at: 6 days ago - Pushed at: 11 months ago - Stars: 24 - Forks: 6

sathya-ml/variational-inference-pyro-lab
Materials for a 2022/23 CS graduate lab on variational inference and probabilistic programming with Pyro-PPL.
Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

luiarthur/TuringBnpBenchmarks
Benchmarks of Bayesian Nonparametric models in Turing and other PPLs
Language: Jupyter Notebook - Size: 36.7 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 29 - Forks: 1

probmods/probmods2
probmods 2: electric boogaloo
Language: JavaScript - Size: 9.96 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 296 - Forks: 77

Zeta611/stappl
🎲 Statically typed probabilistic programming language, feat. GADT
Language: OCaml - Size: 835 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

SourabhKul/Pyro-Tutorial
A tutorial for getting started with PPLs and Pryo
Language: Python - Size: 21.5 MB - Last synced at: 11 months ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0

renesugar/pph-cpp
Perfect hash function generator
Language: C++ - Size: 1.94 MB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

martin-majlis/py-probstructs
Collection of probabilistic data structures - CM-Sketch, ECM-Sketch, exponential histogram
Language: C++ - Size: 79.1 KB - Last synced at: 18 days ago - Pushed at: 9 months ago - Stars: 6 - Forks: 1

mengqvist/data_analysis_mbml
Pyro code for reproducing examples from John Winns MBML book.
Language: Jupyter Notebook - Size: 32.7 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 4 - Forks: 0

mengqvist/data_analysis_sivia
Pyro code for reproducing some of the examples from the Data Analysis book by D. S. Sivia.
Language: Jupyter Notebook - Size: 19.2 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

MatthiasNickles/diff-SAT
Probabilistic Answer Set Programming and Probabilistic SAT solving, based on Differentiable Satisfiability
Language: Scala - Size: 2.24 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 61 - Forks: 3

pyladiesams/pyro-may2023
Meet Uber's Pyro - popular framework for probabilistic programming. Learn how to introduce regularization and prior assumptions into a model, at first for a simple use case of Bayesian Linear Regression and later in an introduction to deep generative models with Pyro.
Language: Jupyter Notebook - Size: 5.83 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 2

unbalancedparentheses/the_bayes_way
📚 The Bayes Way 🎓
Language: CSS - Size: 2.89 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 4

danialeresbar/specx_simulator
TV channels occupation simulator based on the generation of random variables with synchronous time. The information obtained from this simulator applies only to some frequencies of the television band in Colombia
Language: Python - Size: 2.35 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

ccmadden/eecs280-p5
Automatically identify the subject of posts from the EECS 280 Piazza using natural language processing and machine learning techniques.
Language: C++ - Size: 3.26 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

LucasKleaL/ProbabilisticAlgorithms
Probabilistic Algorithms class projects and datasets.
Size: 979 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

stoverc/Slots
A collection of slots-related code (initially in Python3, but perhaps more later)
Language: Python - Size: 3.91 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

Everloom-129/ECE314_Probability_Lab
Lab assignment for ECE314, the lab for ECE313 Probability
Language: Jupyter Notebook - Size: 24.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

plugyawn/gp-zoo
A repository with implementations of major papers on Gaussian Process regression models, implemented from scratch in Python, notably including Stochastic Variational Gaussian Processes.
Language: Jupyter Notebook - Size: 56.4 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 0

allenvox/pearson-correlation 📦
Calculating the Pearson Correlation Coefficient for big data
Language: C++ - Size: 623 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

imwrdo/Probabilistic-methods
PM course on Gdansk University of Technology
Language: Python - Size: 29.3 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

quickheaven/WumpusWorld
Language: Python - Size: 99.6 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

brandonwillard/symbolic-pymc3 📦
Symbolic mathematics for Bayesian modeling in PyMC3 and Theano
Language: Python - Size: 203 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

ocramz/ppl.old 📦
Language: Haskell - Size: 39.1 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

ai-vidya/PP-Tutorial
Probabilistic Programming Tutorial Site for PLDI 2019
Size: 6.84 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

probmods/dippl
The Design and Implementation of Probabilistic Programming Languages
Language: JavaScript - Size: 13.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 172 - Forks: 32

JeaustinSirias/Simulacion_de_aplicaciones_teoria_probabilidad_ing_electrica
Projecto eléctrico orientado a desarrollar soluciones a problemas puntuales de la ingenierÃa, a través de la teorÃa de la probabilidad.
Language: Jupyter Notebook - Size: 1.6 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

tibernard/AI
Artificial Intelligence
Language: Jupyter Notebook - Size: 172 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
