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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

autodidact

A pedagogical implementation of Autograd

autograd

Efficiently computes derivatives of numpy code.

chatdoctor

cse780

cuda-convnet2

Automatically exported from code.google.com/p/cuda-convnet2

deeplearningpython

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

dlbook_exercises

Exercises for the Deep Learning textbook at www.deeplearningbook.org

gnu_make

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

islp_labs

Up-to-date version of labs for ISLP

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

lme4

Mixed-effects models in R using S4 classes and methods with RcppEigen

manim

A community-maintained Python framework for creating mathematical animations.

medllmspracticalguide

A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

mixture

:exclamation: This is a read-only mirror of the CRAN R package repository. mixture — Mixture Models for Clustering and Classification

motion-canvas

Visualize Your Ideas With Code

nltk

NLTK Source

nnfs-book-with-implementation

Book and code where describe each and every topic of neural network from scratch.

patient-triaging-with-quantum-ml

This quantum computing-based solution helps in categorization of patients for emergency assessment and priority treatment within healthcare emergency department.

pgmm

:exclamation: This is a read-only mirror of the CRAN R package repository. pgmm — Parsimonious Gaussian Mixture Models

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

stats780

system-design

Learn how to design systems at scale and prepare for system design interviews

triage-admissionprediction

Dataset and scripts for "Predicting hospital admission at emergency department triage using machine learning"