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3d-machine-learning

A learning resource repository for 3D machine learning

ai-deadlines

:alarm_clock: AI conference deadline countdowns

alan_feature_selection

feature selection with different methods.

amcts-cplex

Asynchronous Monte-Carlo Tree Search (AMCTS) implementation for learning to branch in CPLEX.

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-imitation-learning

Resources and implementations of imitation learning.

awesome-network-embedding

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

ax

ax project codes from FAIR

botorch

botorch project codes from FAIR

clrs

Some exercises and problems in Introduction to Algorithms 3rd edition.

cv_dl

distributed_machine_learning

drl_recommendation_system

deep reinforcement learning, recommendation system

dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

experimentation-resources

A collection of experimentation papers/books/articles that I found useful :smile:

gradient_optimization_exp

Some experiments of gradient based optimization methods

instructionzoo

knowledge_management_project

knowledge_management_project

llm_resources_summary

Resource summary for llm training, frontier

multi-arm-bandit

resources of multi-arm bandit

natural_language_understanding_notes

Some notes and resources about the natural language understanding

parallel_computing_examples

mpi, openmp, multi-thread, cuda

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pymace

Python implementation of the MACE Bayesian optimization algorithm, with GPy used as the backend GP library

pyscipopt

Python interface for the SCIP Optimization Suite

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

scene-text-understanding

OCR, Scene-Text-Understanding, Text Recognition

semanticsegmentation_dl

Resources of semantic segmantation based on Deep Learning model