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100-times-faster-nlp

🚀100 Times Faster Natural Language Processing in Python - iPython notebook

2018-cs109a

Repository for CS109A Fall 2018

adamp

Slowing Down the Weight Norm Increase in Momentum-based Optimizers

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

artificial-bee-colony

A python implementation of clustering optimization using the Artificial Bee Colony algorithm

artificial-intelligence

Interesting Artificial Intelligence Projects

auto-gpt

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

autodl-projects

Automated deep learning algorithms implemented in PyTorch or Tensorflow.

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

awesome-graph-embedding

Awesome Graph Embedding Techinques

awesome-latex-drawing

Drawing Bayesian networks, graphical models, and technical frameworks in LaTeX.

awesome-nas

A curated list of neural architecture search (NAS) resources.

bayesian-automl

Este es un experimento de un par de horas, probablemente de a poco le empiece a dar forma

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

beautiful-visualization-with-r

《R语言数据可视化之美》配套代码

benchmarkfcns

A collection of mathematical test functions for benchmarking optimization algorithms.

cam-notes

My Cambridge Lecture Notes

cdn

celluloid

Celluloid: clustering single cell sequencing data around centroids

classifier

Classifier by pytorch

clusterncountabc

Cluster number count analysis using ABC

continuousparetomtl

[ICML 2020] PyTorch Code for "Efficient Continuous Pareto Exploration in Multi-Task Learning"

d3-force-3d

Force-directed graph layout in 1D, 2D or 3D using velocity Verlet integration.

daily-neural-network-practice-3

Daily Neural Network Practice Season 3! ( Finishing up Masters)

data-driven-harmonic-filters

data-science-from-scratch

Experimenting with the code examples from the book "Data Science from Scratch: First Principles with Python"

data-science-from-scratch-1

Examples and hacks inspired by the book Data Science from Scratch by Joel Grus