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1,260 search results found

Deep Learning Drizzle ⭐ 10,767

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

From 0 To Research Scientist Resources Guide ⭐ 6,443

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

Probability ⭐ 4,028

Probabilistic reasoning and statistical analysis in TensorFlow

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

Math Php ⭐ 2,280

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra

Ml Foundations ⭐ 2,224

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

Data Science Cheatsheet ⭐ 2,181

Stat Cookbook ⭐ 2,102

📙 The probability and statistics cookbook

Www.mlcompendium.com ⭐ 2,020

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

Data Science Interview Resources ⭐ 1,926

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

Probability_cheatsheet ⭐ 1,658

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

Nlp Roadmap ⭐ 1,618

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

Interactive_tools ⭐ 1,594

Interactive Tools for Machine Learning, Deep Learning and Math

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

Ark Invest Tesla Valuation Model ⭐ 1,101

An excerpt from our financial valuation model of Tesla

Distributions.jl ⭐ 1,050

A Julia package for probability distributions and associated functions.

Seeing Theory ⭐ 1,043

A visual introduction to probability and statistics.

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

Kotlin Statistics ⭐ 825

Idiomatic statistical operators for Kotlin

Teaching ⭐ 802

Teaching Materials for Dr. Waleed A. Yousef

Multivariate & A/B Testing for iOS and Mac

Ctcdecode ⭐ 777

PyTorch CTC Decoder bindings

Algorithm ⭐ 763

Algorithm is a library of tools that is used to create intelligent applications.

Statswithjuliabook ⭐ 760

Clojure Opennlp ⭐ 711

Natural Language Processing in Clojure (opennlp)

Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.

Emotion Recognition ⭐ 693

Real time emotion recognition

Twss.js ⭐ 690

A node.js "that's what she said" classifier

Causalml ⭐ 665

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

Convchain ⭐ 637

Bitmap generation from a single example with convolutions and MCMC

Perceptions ⭐ 621

Perceptions of Probability and Numbers

Datascienceprojects ⭐ 604

The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.

Bayesian_changepoint_detection ⭐ 597

Methods to get the probability of a changepoint in a time series.

Wtte Rnn ⭐ 580

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

Bayestestr ⭐ 531

👻 Utilities for analyzing Bayesian models and posterior distributions

Stats Maths With Python ⭐ 492

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

All Of Statistics ⭐ 479

Self-study on Larry Wasserman's "All of Statistics"

XGBoost Feature Interactions & Importance

Robustness_metrics ⭐ 446

Pytorch Flows ⭐ 444

PyTorch implementations of algorithms for density estimation

A C++ header-only library of statistical distribution functions.

Tsetlinmachine ⭐ 421

Code and datasets for the Tsetlin Machine

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

Mathematics ⭐ 386

数学知识点滴积累矩阵数值优化神经网络反向传播图优化概率论随机过程卡尔曼滤波粒子滤波数学函数拟合

Chaospy ⭐ 384

Chaospy - Toolbox for performing uncertainty quantification.

Measuretheory.jl ⭐ 377

"Distributions" that might not add to one.

Crackingmachinelearninginterview ⭐ 328

A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Interviews

Rpg_public_dronet ⭐ 327

Code for the paper Dronet: Learning to Fly by Driving

Distfit ⭐ 320

distfit is a python library for probability density fitting.

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

Bayesian Statistics ⭐ 310

This repository holds slides and code for a full Bayesian statistics graduate course.

hiphip (array)! simple, performant array manipulation in Clojure

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!)

Prob Stats ⭐ 283

Probability and Statistics: a simulation-based introduction. An open-access book.

Bloomfilter ⭐ 283

Face-meltingly fast, thread-safe, marshalable, unionable, probability- and optimal-size-calculating Bloom filter in go

Reliability ⭐ 282

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

Cellrank ⭐ 279

CellRank: dynamics from multi-view single-cell data

Java Naive Bayes Classifier ⭐ 278

A java classifier based on the naive Bayes approach complete with Maven support and a runnable example.

Eventsim ⭐ 275

Event data simulator. Generates a stream of pseudo-random events from a set of users, designed to simulate web traffic.

Dirichlet Process ⭐ 271

Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)

Nfl Elo Game ⭐ 270

Data and code for FiveThirtyEight's NFL game

Awesome Maths Learning ⭐ 269

😎 📜 Collection of the most awesome Maths learning resources in the form of notes, videos and cheatsheets.

Probably ⭐ 264

A Swift probability and statistics library

Discrete Math Python Scripts ⭐ 263

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

Shendusuipian ⭐ 261

To know stats by heart

Lotteryprediction ⭐ 261

🌝 Lottery prediction besides of following "law of proability","Probability: Independent Events", there are still "Saying "a Tail is due", or "just one more go, my luck is due to change" is called The Gambler's Fallacy" existed.

Problog ⭐ 251

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

Stat Distributions Js ⭐ 250

Javascript library for the visualization of statistical distributions

Math_resources ⭐ 249

Montecarlomeasurements.jl ⭐ 247

Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.

Yet Another Hidden Markov Model repository.

Probability Monad ⭐ 239

Fastlink ⭐ 239

R package fastLink: Fast Probabilistic Record Linkage

Pytorch Classification Uncertainty ⭐ 235

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

Googlenet Inception ⭐ 232

TensorFlow implementation of GoogLeNet and Inception for image classification.

Normalizing flows in PyTorch

Pyfasttext ⭐ 229

Yet another Python binding for fastText

Deeplearningwithtf2.0 ⭐ 227

Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book

Dclassify ⭐ 224

Optimized Naive Bayesian classifier for NodeJS

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.

Ultimate Notes Books Resources For Ncit ⭐ 216

Curated list of notes, books and other resources for the student of Nepal College of Information and Technology(NCIT) - Pokhara University, Nepal

Awesomemlmath ⭐ 212

Curated list to learn the math basics for machine learning

Fully Differentiable Deep Ndf Tf ⭐ 209

Fully differentiable deep-neural decision forest in tensorflow

Rethinking Tensorflow Probability ⭐ 207

Statistical Rethinking (2nd Ed) with Tensorflow Probability

Lm Scorer ⭐ 206

📃Language Model based sentences scoring library

Genartlib ⭐ 205

Utilities for creating generative artwork with Clojure

Causality ⭐ 204

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