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411 search results found

Awesome Conformal Prediction ⭐ 3,097

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

Data Science Roadmap ⭐ 2,445

Data Science Roadmap from A to Z

Ml Foundations ⭐ 2,224

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Langid.py ⭐ 1,579

Stand-alone language identification system

Python Bloomfilter ⭐ 1,449

Scalable Bloom Filter implemented in Python

Hackermath ⭐ 1,339

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

Dsb2017 ⭐ 1,210

The solution of team 'grt123' in DSB2017

Distribution Is All You Need ⭐ 850

The basic distribution probability Tutorial for Deep Learning Researchers

Chatbot Rnn ⭐ 836

A toy chatbot powered by deep learning and trained on data from Reddit

Emotion Recognition ⭐ 693

Real time emotion recognition

Wtte Rnn ⭐ 580

WTTE-RNN a framework for churn and time to event prediction

Stats Maths With Python ⭐ 492

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Pytorch Flows ⭐ 444

PyTorch implementations of algorithms for density estimation

Basic Mathematics For Machine Learning ⭐ 418

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

Pykov is a Python module on finite regular Markov chains.

Probnum ⭐ 407

Probabilistic Numerics in Python.

Gibberish Detector ⭐ 402

A small program to detect gibberish using a Markov Chain

Chaospy ⭐ 384

Chaospy - Toolbox for performing uncertainty quantification.

Rpg_public_dronet ⭐ 327

Code for the paper Dronet: Learning to Fly by Driving

Windrose ⭐ 318

A Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution

Stochastic ⭐ 317

Generate realizations of stochastic processes in python.

Keras Transformer ⭐ 312

Transformer implemented in Keras

Py Nanoid ⭐ 300

Pynomaly ⭐ 295

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)

Reliability ⭐ 282

Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/

Cellrank ⭐ 279

CellRank: dynamics from multi-view single-cell data

Nfl Elo Game ⭐ 270

Data and code for FiveThirtyEight's NFL game

Discrete Math Python Scripts ⭐ 263

Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera

Shendusuipian ⭐ 261

To know stats by heart

Problog ⭐ 251

ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.

Yet Another Hidden Markov Model repository.

Pytorch Classification Uncertainty ⭐ 235

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

Pyfasttext ⭐ 229

Yet another Python binding for fastText

Deeplearningwithtf2.0 ⭐ 227

Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book

Jax Flows ⭐ 222

Normalizing Flows in JAX 🌊

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

Fully Differentiable Deep Ndf Tf ⭐ 209

Fully differentiable deep-neural decision forest in tensorflow

Lm Scorer ⭐ 206

📃Language Model based sentences scoring library

Normalizing_flows ⭐ 202

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

Fenchel Young Losses ⭐ 182

Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses

Python For Probability Statistics And Machine Learning 2e ⭐ 172

Second edition of Springer Book Python for Probability, Statistics, and Machine Learning

Python toolbox for sampling Determinantal Point Processes

Chaos Lambda ⭐ 165

Randomly terminate ASG instances during business hours

Multi Armed Bandit ⭐ 159

Play with the solutions to the multi-armed-bandit problem.

C3d Keras ⭐ 159

C3D for Keras + TensorFlow

Data Scientist Books ⭐ 158

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)

Marketing Attribution Models ⭐ 154

Python Class created to address problems regarding Digital Marketing Attribution.

Sentiment Web ⭐ 154

Web interface to sentiment analyzer.

Parallel Wavenet Vocoder ⭐ 149

A WaveNet-based vocoder for fast inference

Pagerank ⭐ 141

A Python implementation of Larry's famous PageRank algorithm.

Machine Learning Imbalanced Data ⭐ 141

Code repository for the online course Machine Learning with Imbalanced Data

Py Image Dataset Generator ⭐ 139

Get a large image dataset with minimal effort by grabbing image through the web and generate new ones by image augmentation.

Text Autoencoders ⭐ 131

Holdem_calc ⭐ 129

Texas Hold'em Odds Calculator

Imgcomp Cvpr ⭐ 124

TensorFlow implementation of Conditional Probability Models for Deep Image Compression, published in CVPR 2018

Dse210_probability_statistics_python ⭐ 122

Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)

Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016

Epidemiology analysis package

Markov Chains and Hidden Markov Models in Python

Probflow ⭐ 108

A Python package for building Bayesian models with TensorFlow or PyTorch

Probabilistic Programming and Statistical Inference in PyTorch

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Pyprobables ⭐ 104

Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.

Likelihood-free AMortized Posterior Estimation with PyTorch

Mabalgs ⭐ 100

👤 Multi-Armed Bandit Algorithms Library (MAB) 👮

Avalanche ⭐ 93

Random, repeatable network fault injection

Statistics And Probability In Python ⭐ 84

Explore "Statistics" and "Probability Theory" Concepts and Their Implementations in "Python"

Neural networks for microbe-metabolite interaction analysis

Aleatory ⭐ 83

📦 Python library for Stochastic Processes Simulation and Visualisation

Lenticrypt ⭐ 80

A simple cryptosystem that provides provable plausibly deniable encryption.

Pullword ⭐ 77

A Python package for pullword.com

Adversarial Generation of Extreme Samples

Code for experiments with our RNN regularizer, which stochastically forces units to maintain previous values.

Scikit Sos ⭐ 73

A Python implementation of the Stochastic Outlier Selection algorithm

Bayesian machine learning in Python

Gtu University Assignments ⭐ 69

Assignments from Gebze Technical University Computer Science Depertmant

A library for discrete-time Markov chains analysis.

AAAI'21: Data Augmentation for Graph Neural Networks

Deep Learningai ⭐ 61

🇦🇮 Deep Learning AI course on Coursera (Andrew Ng)

All Of Statistics ⭐ 61

Solutions to Wasserman's 'All of Statistics'.

Heterogeneoushmm ⭐ 60

Discrete, Gaussian, and Heterogenous HMM models full implemented in Python. Missing data, Model Selection Criteria (AIC/BIC), and Semi-Supervised training supported. Easily extendable with other types of probablistic models.

Pointer Networks ⭐ 60

Pointer Networks is a new neural architecture to learn the conditional probability of an output sequence with elements that are discrete tokens corresponding to positions in an input sequence.

Pythonhmm ⭐ 60

A toy Python implementation of the Hidden Markov Model.

Codes for "Towards Binary-Valued Gates for Robust LSTM Training".

Undergraduate In Statistics ⭐ 59

Using Computer with your Statistics Major Course

Gym Bandits ⭐ 59

Bandits Environments for the OpenAI Gym

Automatic segmentation of electron microscopy volumes

Bayesian Testing ⭐ 58

Bayesian A/B testing

Time_series_data_mining ⭐ 58

TensorFlow Probability；Time series model

A multi-armed bandit library for Python

Open_nsfw ⭐ 57

API to classify images as SFW/NSFW.

Online Category Learning ⭐ 56

ML algorithm for real-time classification

Diffusive Nested Sampling

Pydata Reinforce ⭐ 56

code for pydata madrid presentation

Tools for an Aesara-based PPL.

Lm Diagnostics ⭐ 54

Diagnostic tests for linguistic capacities in language models

Python implementation of Shin's method for calculating implied probabilities from bookmaker odds

A Deep-learning based dOcking decoy eValuation mEthod

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