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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adaptive-memd

Adaptive Multivariate Empirical Mode Decomposition

ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

algorithmsbook

Preview of the textbook Algorithms for Decision Making

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

approachingalmost

Approaching (Almost) Any Machine Learning Problem

arnn

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-deep-learning-papers

The most cited deep learning papers

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-matlab

A curated list of awesome Matlab frameworks, libraries and software.

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-real-world-rl

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

bayesian-time-series-classification

Bayesian Time Series Classification

bda_course_aalto

Bayesian Data Analysis course at Aalto

boundedline-pkg

Plot line(s) with error bounds/confidence intervals/etc. in Matlab

carbon_emissions

A project that analyses recent carbon emissions worldwide

categorical-data-and-embedding-and-mimic-paper

AIIMS and Mimic Data comparison for transfer learning and tabular data embedding for feature transfer

clusteringbenchmark

Time series clustering benchmark

complete-python-3

Course Files for Complete Python 3 Bootcamp Course on Udemy

complexity-entropy-causality-plane-based-on-permutation-entropy

This is a matlab function for estimating parameters of Complexity Entropy Causality plane using Permutation Entropy

computing-in-cee

Computing in Civil and Environmental Engineering

conditionalspectralgrangercausality

Source code for Claessen et al. 2019: Global biosphere--climate interaction: a causal appraisal of observations and models over multiple temporal scales. Biogeosciences, 16, 4851-4874, https://doi.org/10.5194/bg-16-4851-2019.

conformal-prediction-time-series

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

copula_mrf_gev

spatial extreme-value models based on GEV marginals and Gaussian copulas with algorithms for interpolation

course-content

Summer course content for Neuromatch Academy

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models